{"id":3360,"date":"2025-12-08T16:56:04","date_gmt":"2025-12-08T08:56:04","guid":{"rendered":"https:\/\/www.benfen.org\/blog\/?p=3360"},"modified":"2025-12-08T16:56:07","modified_gmt":"2025-12-08T08:56:07","slug":"the-inevitability-evolution-path-and-benfen-practice-of-blockchain-privacy-payment","status":"publish","type":"post","link":"https:\/\/www.benfen.org\/blog\/index.php\/zh\/the-inevitability-evolution-path-and-benfen-practice-of-blockchain-privacy-payment\/","title":{"rendered":"\u533a\u5757\u94fe\u9690\u79c1\u652f\u4ed8\u7684\u5fc5\u7136\u6027\u3001\u6f14\u8fdb\u8def\u5f84\u4e0e BenFen \u5b9e\u8df5"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u9690\u79c1\u7684\u8d77\u70b9\u2014\u2014\u4ece\u4eba\u7c7b\u793e\u4f1a\u5230\u6570\u5b57\u7ecf\u6d4e<\/strong> <\/h2>\n\n\n\n<p 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class=\"wp-block-paragraph\">\u8fdb\u5165\u4e92\u8054\u7f51\u65f6\u4ee3\uff0c\u6570\u636e\u6210\u4e3a\u65b0\u7684\u201c\u77f3\u6cb9\u201d\u3002\u6bcf\u4e00\u6b21\u70b9\u51fb\u3001\u652f\u4ed8\u3001\u5b9a\u4f4d\u90fd\u80fd\u88ab\u91c7\u96c6\u3002\u6211\u4eec\u7528\u201c\u514d\u8d39\u201d\u7684\u5e94\u7528\u3001\u65e0\u73b0\u91d1\u652f\u4ed8\u548c\u4fbf\u6377\u7684\u4e91\u670d\u52a1\u6362\u6765\u6548\u7387\uff0c\u5374\u4e5f\u4ea4\u6362\u6389\u4e86\u9690\u79c1\u3002\u5728\u8fd9\u4e2a\u610f\u4e49\u4e0a\uff0c\u9690\u79c1\u4e0d\u518d\u662f\u6743\u5229\uff0c\u800c\u6210\u4e3a\u88ab\u4e70\u5356\u7684\u5546\u54c1\u3002\u6b27\u6d32\u57282018\u5e74\u63a8\u51fa\u300a\u901a\u7528\u6570\u636e\u4fdd\u62a4\u6761\u4f8b\u300b\uff08GDPR\uff09\uff0c\u8981\u6c42\u4f01\u4e1a\u5728\u6536\u96c6\u4e2a\u4eba\u6570\u636e\u524d\u5fc5\u987b\u83b7\u5f97\u660e\u786e\u6388\u6743\uff0c\u5176\u6838\u5fc3\u903b\u8f91\u662f\uff1a<strong>\u9690\u79c1\u4e0d\u662f\u9644\u5c5e\u54c1\uff0c\u800c\u662f\u4e2a\u4eba\u5bf9\u81ea\u8eab\u4fe1\u606f\u7684\u6240\u6709\u6743\u3002<\/strong>&nbsp;\u7136\u800c\uff0c\u8fd9\u79cd\u5236\u5ea6\u6027\u4fdd\u62a4\u4ecd\u505c\u7559\u5728\u4e2d\u5fc3\u5316\u6846\u67b6\u4e2d\u2014\u2014\u6570\u636e\u4f9d\u65e7\u638c\u63e1\u5728\u5e73\u53f0\u624b\u91cc\uff0c\u7528\u6237\u53ea\u80fd\u201c\u6388\u6743\u201d\uff0c\u65e0\u6cd5\u771f\u6b63\u201c\u638c\u63a7\u201d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9690\u79c1\u7684\u610f\u4e49\u5728\u6570\u5b57\u4e16\u754c\u4e2d\u53d8\u5f97\u524d\u6240\u672a\u6709\u5730\u590d\u6742\u3002\u6211\u4eec\u65e2\u8981\u516c\u5f00\u8eab\u4efd\u53c2\u4e0e\u4ea4\u6613\uff0c\u53c8\u5e0c\u671b\u4fdd\u7559\u4e0d\u88ab\u7aa5\u63a2\u7684\u7a7a\u95f4\u3002\u8fd9\u6b63\u662f\u6570\u5b57\u7ecf\u6d4e\u7684\u6838\u5fc3\u77db\u76fe\uff1a\u7cfb\u7edf\u8981\u6c42\u900f\u660e\u4ee5\u9632\u6b3a\u8bc8\uff0c\u800c\u4e2a\u4f53\u6e34\u671b\u9690\u79c1\u4ee5\u6c42\u5b89\u5168\u3002\u4e8e\u662f\uff0c\u4eba\u4eec\u5f00\u59cb\u91cd\u65b0\u601d\u8003\uff0c\u5982\u4f55\u5728\u900f\u660e\u4e0e\u4fdd\u62a4\u4e4b\u95f4\uff0c\u627e\u5230\u65b0\u7684\u5e73\u8861\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.benfen.org\/\"><u>B<\/u><u>en<\/u><u>F<\/u><u>en\u516c\u94fe<\/u><\/a>\u6b63\u662f\u5728\u8fd9\u4e00\u80cc\u666f\u4e0b\u8131\u9896\u800c\u51fa\uff0c\u5b83\u5c06\u9690\u79c1\u652f\u4ed8\u89c6\u4e3a\u6838\u5fc3\u539f\u751f\u80fd\u529b\uff0c\u65e8\u5728\u4e3a\u7528\u6237\u91cd\u5efa\u5bf9\u6570\u5b57\u8d44\u4ea7\u7684\u638c\u63a7\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img fetchpriority=\"high\" decoding=\"async\" width=\"902\" height=\"602\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/The-Origins-of-Privacy-From-Human-Society-to-the-Digital-Economy.png\" alt=\"The Origins of Privacy- From Human Society to the Digital Economy\" class=\"wp-image-3361\" style=\"width:600px\" srcset=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/The-Origins-of-Privacy-From-Human-Society-to-the-Digital-Economy.png 902w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/The-Origins-of-Privacy-From-Human-Society-to-the-Digital-Economy-300x200.png 300w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/The-Origins-of-Privacy-From-Human-Society-to-the-Digital-Economy-768x513.png 768w\" sizes=\"(max-width: 902px) 100vw, 902px\" \/><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u4ece\u4fe1\u4efb\u5230\u900f\u660e\u2014\u2014\u533a\u5757\u94fe\u8bbe\u8ba1\u7684\u539f\u521d\u903b\u8f91<\/strong> <\/h2>\n\n\n\n<p 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class=\"wp-block-paragraph\">\u5728\u4f20\u7edf\u91d1\u878d\u4f53\u7cfb\u4e2d\uff0c\u4fe1\u4efb\u7684\u6765\u6e90\u662f\u673a\u6784\u3002\u94f6\u884c\u3001\u652f\u4ed8\u516c\u53f8\u3001\u6e05\u7b97\u6240\u7b49\u4e2d\u5fc3\u5316\u5b9e\u4f53\u8d1f\u8d23\u8bb0\u5f55\u4e0e\u9a8c\u8bc1\u6bcf\u4e00\u7b14\u4ea4\u6613\u30022008\u5e74\uff0c\u4e2d\u672c\u806a\u5728\u6bd4\u7279\u5e01\u767d\u76ae\u4e66\u4e2d\u63d0\u51fa\u4e86\u4e00\u79cd\u5168\u65b0\u7684\u4fe1\u4efb\u67b6\u6784\uff1a\u8ba9\u4eba\u4eec\u80fd\u591f\u76f4\u63a5\u8fdb\u884c\u70b9\u5bf9\u70b9\u7684\u4ef7\u503c\u8f6c\u79fb\uff0c\u800c\u65e0\u9700\u4f9d\u8d56\u91d1\u878d\u673a\u6784\u3002\u5728\u6ca1\u6709\u4e2d\u592e\u6743\u5a01\u7684\u60c5\u51b5\u4e0b\uff0c\u7cfb\u7edf\u5982\u4f55\u7ef4\u6301\u79e9\u5e8f\uff1f\u7b54\u6848\u662f\u900f\u660e\uff1a\u8d26\u672c\u516c\u5f00\u3001\u4ea4\u6613\u53ef\u9a8c\u8bc1\u3001\u5386\u53f2\u53ef\u8ffd\u6eaf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u533a\u5757\u94fe\u901a\u8fc7\u5171\u8bc6\u673a\u5236\u4e0e\u52a0\u5bc6\u6280\u672f\uff0c\u8ba9\u6bcf\u4e2a\u8282\u70b9\u90fd\u80fd\u72ec\u7acb\u9a8c\u8bc1\u4ea4\u6613\u7684\u771f\u5b9e\u6027\u3002\u6bcf\u4e00\u7b14\u4ea4\u6613\u88ab\u6253\u5305\u6210\u533a\u5757\uff0c\u518d\u4ee5\u54c8\u5e0c\u94fe\u63a5\u7684\u65b9\u5f0f\u5f62\u6210\u94fe\u5f0f\u7ed3\u6784\uff0c\u51e0\u4e4e\u65e0\u6cd5\u88ab\u7be1\u6539\u3002\u4e8e\u662f\uff0c\u4fe1\u4efb\u4e0d\u518d\u4f9d\u8d56\u673a\u6784\uff0c\u800c\u6e90\u81ea<strong>\u7b97\u6cd5\u7684\u900f\u660e\u6027\u4e0e\u89c4\u5219\u7684\u516c\u5f00\u6027<\/strong>\u3002\u8fd9\u79cd\u8bbe\u8ba1\u5e26\u6765\u4e86\u524d\u6240\u672a\u6709\u7684\u5b89\u5168\u6027\u548c\u53ef\u9a8c\u8bc1\u6027\uff0c\u4e5f\u6784\u6210\u4e86\u52a0\u5bc6\u7ecf\u6d4e\u7684\u4fe1\u4efb\u5e95\u5ea7\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u900f\u660e\u7684\u529b\u91cf\u5728\u5b9e\u8df5\u4e2d\u5f97\u5230\u4e86\u5145\u5206\u4f53\u73b0\u3002\u6bd4\u7279\u5e01\u548c\u4ee5\u592a\u574a\u7b49\u516c\u94fe\u7684\u6240\u6709\u5386\u53f2\u4ea4\u6613\u90fd\u80fd\u88ab\u516c\u5f00\u67e5\u8be2\uff1b\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u901a\u8fc7\u533a\u5757\u6d4f\u89c8\u5668\u9a8c\u8bc1\u4ea4\u6613\u3001\u8ffd\u8e2a\u8d44\u91d1\u6d41\u5411\u3002\u5bf9\u7528\u6237\u800c\u8a00\uff0c\u900f\u660e\u5e26\u6765\u516c\u5e73\u2014\u2014\u6ca1\u6709\u9690\u85cf\u8d26\u672c\u6216\u7279\u6743\u4ea4\u6613\uff1b\u5bf9\u5f00\u53d1\u8005\u800c\u8a00\uff0c\u5b83\u8ba9\u667a\u80fd\u5408\u7ea6\u53ef\u88ab\u5916\u90e8\u5ba1\u8ba1\uff1b\u5bf9\u6574\u4e2a\u751f\u6001\u800c\u8a00\uff0c\u900f\u660e\u6784\u5efa\u4e86\u4fe1\u4efb\u7684\u516c\u5171\u5c42\uff0c\u4f7f\u964c\u751f\u4eba\u4e4b\u95f4\u4e5f\u80fd\u65e0\u987b\u4f9d\u8d56\u4e2d\u4ecb\u800c\u534f\u4f5c\u3002\u53bb\u4e2d\u5fc3\u5316\u91d1\u878d\uff08DeFi\uff09\u7684\u7e41\u8363\uff0c\u6b63\u662f\u8fd9\u79cd\u903b\u8f91\u7684\u81ea\u7136\u5ef6\u4f38\uff1a\u7cfb\u7edf\u7684\u6bcf\u4e2a\u64cd\u4f5c\u90fd\u80fd\u88ab\u9a8c\u8bc1\uff0c\u4fe1\u4efb\u7531\u4ee3\u7801\u4fdd\u8bc1\uff0c\u800c\u975e\u673a\u6784\u80cc\u4e66\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img decoding=\"async\" width=\"850\" height=\"567\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/From-Trust-to-Transparency-The-Foundational-Logic-of-Blockchain-Design.png\" alt=\"From Trust to Transparency: The Foundational Logic of Blockchain Design\" class=\"wp-image-3362\" style=\"width:600px\" srcset=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/From-Trust-to-Transparency-The-Foundational-Logic-of-Blockchain-Design.png 850w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/From-Trust-to-Transparency-The-Foundational-Logic-of-Blockchain-Design-300x200.png 300w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/From-Trust-to-Transparency-The-Foundational-Logic-of-Blockchain-Design-768x512.png 768w\" sizes=\"(max-width: 850px) 100vw, 850px\" \/><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u900f\u660e\u7684\u4ee3\u4ef7\u2014\u2014\u9690\u79c1\u7f3a\u5931\u7684\u73b0\u5b9e\u95ee\u9898<\/strong> <\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u900f\u660e\u5e76\u975e\u6ca1\u6709\u4ee3\u4ef7\u3002\u533a\u5757\u94fe\u7684\u516c\u5f00\u8d26\u672c\uff0c\u5728\u5efa\u7acb\u4fe1\u4efb\u4e0e\u5b89\u5168\u7684\u540c\u65f6\uff0c\u4e5f\u9690\u85cf\u4e86\u9690\u79c1\u7f3a\u5931\u7684\u6df1\u5c42\u4ee3\u4ef7\u3002\u6bcf\u4e00\u7b14\u4ea4\u6613\u3001\u6bcf\u4e00\u4e2a\u5730\u5740\u90fd\u88ab\u6c38\u4e45\u8bb0\u5f55\u5728\u94fe\u4e0a\uff0c\u8fd9\u79cd\u201c\u5b8c\u5168\u900f\u660e\u201d\u7684\u7ed3\u6784\u610f\u5473\u7740\u2014\u2014\u53ea\u8981\u6709\u4eba\u613f\u610f\u5206\u6790\uff0c\u5c31\u80fd\u4ece\u4e2d\u62fc\u51d1\u51fa\u8d22\u5bcc\u5206\u5e03\u3001\u884c\u4e3a\u8f68\u8ff9\u751a\u81f3\u4e2a\u4eba\u8eab\u4efd\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u7406\u60f3\u72b6\u6001\u4e0b\uff0c\u94fe\u4e0a\u5730\u5740\u662f\u533f\u540d\u7684\u3002\u4f46\u73b0\u5b9e\u4e2d\uff0c\u533f\u540d\u4e0e\u771f\u5b9e\u8eab\u4efd\u4e4b\u95f4\u7684\u8ddd\u79bb\uff0c\u5f80\u5f80\u53ea\u6709\u51e0\u6b65\u3002\u5206\u6790\u516c\u53f8\u5982 Chainalysis \u4e0e Arkham \u5df2\u7ecf\u5c55\u793a\u51fa\u5982\u4f55\u901a\u8fc7\u4ea4\u6613\u805a\u7c7b\u3001\u5730\u5740\u753b\u50cf\u7b49\u624b\u6bb5\uff0c\u5c06\u591a\u4e2a\u94b1\u5305\u5173\u8054\u5230\u540c\u4e00\u5b9e\u4f53\u3002\u4e00\u65e6\u4e0e\u793e\u4ea4\u5a92\u4f53\u3001\u90ae\u7bb1\u6ce8\u518c\u6216NFT\u4ea4\u6613\u8bb0\u5f55\u7b49\u5916\u90e8\u6570\u636e\u7ed3\u5408\uff0c\u8eab\u4efd\u5c31\u4e0d\u518d\u9690\u79d8\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd\u98ce\u9669\u5728\u73b0\u5b9e\u4e2d\u5df2\u9020\u6210\u4f24\u5bb3\u30022025\u5e74\u7ebd\u7ea6\u66fc\u54c8\u987f\u53d1\u751f\u7684\u4e00\u8d77\u52a0\u5bc6\u7ed1\u67b6\u6848\u4e2d\uff0c\u4e00\u540d\u610f\u5927\u5229\u7537\u5b50\u88ab\u4e24\u540d\u52a0\u5bc6\u6295\u8d44\u8005\u8bf1\u6355\u5e76\u80c1\u8feb\u4ea4\u51fa\u6bd4\u7279\u5e01\u94b1\u5305\u5bc6\u7801\u3002\u5acc\u7591\u4eba\u6b63\u662f\u901a\u8fc7\u516c\u5f00\u7684\u94fe\u4e0a\u6570\u636e\u4e0e\u8eab\u4efd\u7ebf\u7d22\uff0c\u63a8\u65ad\u51fa\u53d7\u5bb3\u8005\u6301\u6709\u5927\u91cf\u6570\u5b57\u8d44\u4ea7\uff0c\u4ece\u800c\u6210\u4e3a\u76ee\u6807\u3002\u6b64\u7c7b\u4e8b\u4ef6\u8868\u660e\uff0c\u5f53\u8d22\u5bcc\u4e0e\u4ea4\u6613\u884c\u4e3a\u5728\u94fe\u4e0a\u516c\u5f00\u53ef\u67e5\uff0c\u900f\u660e\u5c31\u53ef\u80fd\u88ab\u72af\u7f6a\u5206\u5b50\u5229\u7528\uff0c\u5e26\u6765\u73b0\u5b9e\u4e16\u754c\u7684\u5a01\u80c1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u900f\u660e\u8fd8\u5e26\u6765\u4e86\u7ecf\u6d4e\u5c42\u9762\u7684\u4e0d\u516c\u5e73\u3002\u5728\u53bb\u4e2d\u5fc3\u5316\u91d1\u878d\u4e2d\uff0c\u6240\u8c13\u7684\u201c\u6700\u5927\u53ef\u63d0\u53d6\u4ef7\u503c\uff08MEV\uff09\u201d\u73b0\u8c61\u4f7f\u90e8\u5206\u9ad8\u9891\u4ea4\u6613\u8005\u901a\u8fc7\u76d1\u542c\u4ea4\u6613\u6c60\u4fe1\u606f\uff0c\u5728\u666e\u901a\u7528\u6237\u4e4b\u524d\u63d2\u961f\u6216\u5957\u5229\u3002\u900f\u660e\u5728\u8fd9\u91cc\u6210\u4e86\u63a0\u593a\u5de5\u5177\uff0c\u800c\u975e\u4fe1\u4efb\u4fdd\u969c\u3002\u4e0e\u6b64\u540c\u65f6\uff0c\u4f01\u4e1a\u7684\u94fe\u4e0a\u6d3b\u52a8\u4e5f\u53ef\u80fd\u6cc4\u9732\u5546\u4e1a\u673a\u5bc6\u3001\u4f9b\u5e94\u94fe\u4fe1\u606f\u6216\u85aa\u916c\u7ed3\u6784\uff0c\u4e2a\u4eba\u8d26\u6237\u7684\u4ea4\u6613\u8bb0\u5f55\u5219\u66b4\u9732\u6d88\u8d39\u4e60\u60ef\u4e0e\u6295\u8d44\u504f\u597d\uff0c\u5f62\u6210\u65b0\u7684\u6570\u636e\u98ce\u9669\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img decoding=\"async\" width=\"850\" height=\"567\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/The-Cost-of-Transparency-The-Reality-of-Privacy-Deficits.png\" alt=\"The Cost of Transparency: The Reality of Privacy Deficits\" class=\"wp-image-3363\" style=\"width:600px\" srcset=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/The-Cost-of-Transparency-The-Reality-of-Privacy-Deficits.png 850w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/The-Cost-of-Transparency-The-Reality-of-Privacy-Deficits-300x200.png 300w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/The-Cost-of-Transparency-The-Reality-of-Privacy-Deficits-768x512.png 768w\" sizes=\"(max-width: 850px) 100vw, 850px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64\uff0c\u900f\u660e\u8d26\u672c\u5e76\u975e\u7eaf\u7cb9\u7684\u5584\u3002\u5b83\u89e3\u51b3\u4e86\u201c\u4fe1\u4efb\u95ee\u9898\u201d\uff0c\u5374\u5236\u9020\u4e86\u201c\u9690\u79c1\u5371\u673a\u201d\u3002\u8d8a\u6765\u8d8a\u591a\u7684\u7528\u6237\u4e0e\u673a\u6784\u5f00\u59cb\u610f\u8bc6\u5230\uff0c\u6ca1\u6709\u9690\u79c1\u4fdd\u62a4\u7684\u900f\u660e\u7cfb\u7edf\uff0c\u65e0\u6cd5\u652f\u6491\u771f\u5b9e\u4e16\u754c\u7684\u590d\u6742\u7ecf\u6d4e\u6d3b\u52a8\u3002BenFen\u9690\u79c1\u652f\u4ed8\u7531\u6b64\u5e94\u8fd0\u800c\u751f\uff1a\u5728\u4e0d\u727a\u7272\u53ef\u9a8c\u8bc1\u6027\u7684\u524d\u63d0\u4e0b\u5b9e\u73b0\u4ea4\u6613\u533f\u540d\u5316\uff0c\u8ba9\u7528\u6237\u5728\u94fe\u4e0a\u4fdd\u6709\u771f\u6b63\u7684\u9690\u79c1\u4e3b\u6743\u3002\u9690\u79c1\u652f\u4ed8\u56e0\u6b64\u4e0d\u53ea\u662f\u529f\u80fd\u521b\u65b0\uff0c\u800c\u662f\u533a\u5757\u94fe\u53ef\u6301\u7eed\u53d1\u5c55\u7684\u5fc5\u8981\u524d\u63d0\u2014\u2014\u552f\u6709\u5728\u5b89\u5168\u4e0e\u9690\u79c1\u517c\u5bb9\u7684\u4f53\u7cfb\u4e2d\uff0c\u4fe1\u4efb\u624d\u80fd\u771f\u6b63\u7a33\u56fa\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"494\" height=\"1024\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/BenFen-privacy-coins-494x1024.png\" alt=\"BenFen-privacy coins\" class=\"wp-image-3364\" style=\"width:300px\" srcset=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/BenFen-privacy-coins-494x1024.png 494w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/BenFen-privacy-coins-145x300.png 145w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/BenFen-privacy-coins-768x1592.png 768w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/BenFen-privacy-coins-741x1536.png 741w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/BenFen-privacy-coins.png 828w\" sizes=\"(max-width: 494px) 100vw, 494px\" \/><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u9690\u79c1\u652f\u4ed8\u7684\u5b9a\u4e49\u4e0e\u4ef7\u503c<\/strong> <\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u7406\u89e3\u9690\u79c1\u652f\u4ed8\u4e4b\u524d\uff0c\u6211\u4eec\u5fc5\u987b\u533a\u5206\u4e24\u4e2a\u6982\u5ff5\uff1a<strong>\u9690\u79c1\u4ea4\u6613<\/strong>\u548c<strong>\u7528\u6237\u9690\u79c1<\/strong>\u3002\u9690\u79c1\u4ea4\u6613\u6307\u7684\u662f\u5355\u7b14\u4ea4\u6613\u7684\u4fe1\u606f\u4fdd\u62a4\uff0c\u4f8b\u5982\u5728\u6bd4\u7279\u5e01\u4e2d\u901a\u8fc7\u6df7\u5e01\u6280\u672f\u9690\u85cf\u4ea4\u6613\u6765\u6e90\uff0c\u8ba9\u67d0\u7b14\u652f\u4ed8\u4e0d\u88ab\u94fe\u4e0a\u8ffd\u8e2a\u3002\u7528\u6237\u9690\u79c1\u5219\u66f4\u4e3a\u5e7f\u4e49\uff0c\u662f\u6307\u6574\u4e2a\u8d26\u6237\u6216\u7528\u6237\u884c\u4e3a\u7684\u4fdd\u62a4\uff0c\u5305\u62ec\u957f\u671f\u4ea4\u6613\u6a21\u5f0f\u3001\u8d44\u4ea7\u5206\u5e03\u548c\u8eab\u4efd\u4fe1\u606f\u3002\u53ef\u4ee5\u60f3\u8c61\u4e00\u4e2a\u666e\u901a\u6d88\u8d39\u8005\uff1a\u4ed6\u5728\u65e5\u5e38\u751f\u6d3b\u4e2d\u4f7f\u7528\u6570\u5b57\u94b1\u5305\u8d2d\u4e70\u5496\u5561\u3001\u652f\u4ed8\u623f\u79df\u6216\u8ba2\u8d2d\u5916\u5356\u3002\u5982\u679c\u6bcf\u4e00\u7b14\u4ea4\u6613\u90fd\u80fd\u88ab\u5b8c\u6574\u8ffd\u8e2a\uff0c\u4e0d\u4ec5\u6d88\u8d39\u4e60\u60ef\u66b4\u9732\uff0c\u8fd8\u53ef\u80fd\u95f4\u63a5\u900f\u9732\u6536\u5165\u72b6\u51b5\u6216\u5bb6\u5ead\u7ed3\u6784\u3002\u9690\u79c1\u652f\u4ed8\u7684\u76ee\u6807\uff0c\u5c31\u662f\u5728\u4fdd\u8bc1\u4ea4\u6613\u6709\u6548\u6027\u548c\u5408\u6cd5\u6027\u7684\u524d\u63d0\u4e0b\uff0c\u8ba9\u7528\u6237\u7684\u884c\u4e3a\u6a21\u5f0f\u548c\u4e2a\u4eba\u4fe1\u606f\u4e0d\u88ab\u957f\u671f\u8bb0\u5f55\u548c\u5206\u6790\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9690\u79c1\u5728\u652f\u4ed8\u7f51\u7edc\u4e2d\u6709\u4e09\u4e2a\u6838\u5fc3\u4ef7\u503c\u7ef4\u5ea6\u3002\u9996\u5148\u662f<strong>\u8eab\u4efd\u9690\u79c1<\/strong>\uff0c\u5373\u786e\u4fdd\u7528\u6237\u8eab\u4efd\u4e0d\u88ab\u76f4\u63a5\u5173\u8054\u5230\u4ea4\u6613\u3002\u751f\u6d3b\u5316\u7684\u4f8b\u5b50\u662f\uff0c\u7528\u6237\u5728\u652f\u4ed8\u7ed9\u670b\u53cb\u6216\u5546\u5bb6\u65f6\uff0c\u4e0d\u5e0c\u671b\u81ea\u5df1\u7684\u59d3\u540d\u3001\u4f4f\u5740\u6216\u8054\u7cfb\u65b9\u5f0f\u88ab\u65e0\u5173\u7b2c\u4e09\u65b9\u83b7\u77e5\u3002\u5176\u6b21\u662f<strong>\u91d1\u989d\u9690\u79c1<\/strong>\uff0c\u4fdd\u62a4\u4ea4\u6613\u91d1\u989d\u4e0d\u88ab\u516c\u5f00\u3002\u6bd4\u5982\u67d0\u4eba\u5728\u6570\u5b57\u94b1\u5305\u4e2d\u652f\u4ed8\u793c\u91d1\u6216\u6295\u8d44\u6b3e\u9879\uff0c\u5982\u679c\u91d1\u989d\u66b4\u9732\uff0c\u53ef\u80fd\u5f15\u53d1\u9488\u5bf9\u6027\u7684\u8bc8\u9a97\u6216\u793e\u4ea4\u538b\u529b\u3002\u6700\u540e\u662f<strong>\u4ea4\u6613\u5173\u7cfb\u9690\u79c1<\/strong>\uff0c\u5373\u907f\u514d\u4ea4\u6613\u6a21\u5f0f\u88ab\u5916\u90e8\u5206\u6790\u3002\u4f8b\u5982\uff0c\u957f\u671f\u56fa\u5b9a\u5411\u67d0\u4f9b\u5e94\u5546\u652f\u4ed8\u7684\u6b3e\u9879\uff0c\u5982\u679c\u53ef\u88ab\u8ffd\u8e2a\uff0c\u53ef\u80fd\u6cc4\u9732\u5546\u4e1a\u7b56\u7565\u3001\u4f9b\u5e94\u94fe\u5e03\u5c40\u6216\u4e2a\u4eba\u6d88\u8d39\u504f\u597d\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"878\" height=\"586\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Definition-and-Value-of-Privacy-Payment.png\" alt=\"Definition and Value of Privacy Payment\" class=\"wp-image-3365\" style=\"width:600px\" srcset=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Definition-and-Value-of-Privacy-Payment.png 878w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Definition-and-Value-of-Privacy-Payment-300x200.png 300w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Definition-and-Value-of-Privacy-Payment-768x513.png 768w\" sizes=\"(max-width: 878px) 100vw, 878px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u9690\u79c1\u652f\u4ed8\u7684\u793e\u4f1a\u548c\u5546\u4e1a\u4ef7\u503c\u4f53\u73b0\u5728\u591a\u4e2a\u5c42\u9762\u3002\u5bf9\u4e8e\u666e\u901a\u7528\u6237\uff0c\u5b83\u964d\u4f4e\u4e86\u8eab\u4efd\u88ab\u6ee5\u7528\u6216\u88ab\u7cbe\u786e\u5b9a\u4f4d\u7684\u98ce\u9669\uff0c\u4f7f\u6570\u5b57\u652f\u4ed8\u66f4\u5b89\u5168\u3001\u81ea\u7531\uff1b\u5bf9\u4e8e\u5546\u6237\u548c\u5c0f\u578b\u4f01\u4e1a\uff0c\u9690\u79c1\u652f\u4ed8\u80fd\u4fdd\u62a4\u5ba2\u6237\u4fe1\u606f\u548c\u4ea4\u6613\u6570\u636e\uff0c\u907f\u514d\u7ade\u4e89\u5bf9\u624b\u7aa5\u63a2\u9500\u552e\u989d\u6216\u4f9b\u5e94\u94fe\u5b89\u6392\uff1b\u5bf9\u4e8e\u8de8\u5883\u4f01\u4e1a\u652f\u4ed8\uff0c\u9690\u79c1\u652f\u4ed8\u53ef\u4ee5\u5728\u4e0d\u6cc4\u9732\u4ea4\u6613\u91d1\u989d\u6216\u5bf9\u65b9\u4fe1\u606f\u7684\u524d\u63d0\u4e0b\uff0c\u6ee1\u8db3\u76d1\u7ba1\u5408\u89c4\u8981\u6c42\uff0c\u964d\u4f4e\u64cd\u4f5c\u6210\u672c\u3002\u4e3e\u4f8b\u6765\u8bf4\uff0c\u4e00\u4e2a\u8de8\u5883\u8d38\u6613\u516c\u53f8\u901a\u8fc7\u9690\u79c1\u652f\u4ed8\u5b8c\u6210\u6d77\u5916\u4f9b\u5e94\u5546\u7ed3\u7b97\uff0c\u53ef\u4ee5\u907f\u514d\u66b4\u9732\u5229\u6da6\u7387\u548c\u4ed8\u6b3e\u9891\u7387\uff0c\u540c\u65f6\u786e\u4fdd\u7a0e\u52a1\u5408\u89c4\u3002\u65e5\u5e38\u751f\u6d3b\u4e2d\uff0c\u4e00\u4f4d\u7528\u6237\u5728\u6570\u5b57\u94b1\u5305\u4e2d\u533f\u540d\u652f\u4ed8\u8ba2\u9605\u8d39\u7528\u6216\u5728\u7ebf\u8d2d\u7269\uff0c\u4e5f\u80fd\u4eab\u53d7\u7c7b\u4f3c\u7684\u4fdd\u62a4\uff0c\u9632\u6b62\u6d88\u8d39\u4e60\u60ef\u88ab\u5e7f\u544a\u5546\u6216\u793e\u4ea4\u5e73\u53f0\u6355\u6349\u548c\u5206\u6790\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9690\u79c1\u652f\u4ed8\u4e0d\u4ec5\u6709\u52a9\u4e8e\u4fdd\u62a4\u4e2a\u4eba\u4fe1\u606f\uff0c\u8fd8\u80fd\u589e\u5f3a\u7f51\u7edc\u6d3b\u8dc3\u5ea6\u548c\u4fe1\u4efb\u611f\u3002\u4eba\u4eec\u66f4\u613f\u610f\u5728\u4e00\u4e2a\u5b89\u5168\u3001\u53ef\u4fdd\u62a4\u884c\u4e3a\u6a21\u5f0f\u7684\u7f51\u7edc\u4e2d\u8fdb\u884c\u4ea4\u6613\uff0c\u8fd9\u76f4\u63a5\u5f71\u54cd\u652f\u4ed8\u7f51\u7edc\u7684\u91c7\u7528\u7387\u548c\u7ecf\u6d4e\u6d3b\u529b\u3002\u7814\u7a76\u663e\u793a\uff0c\u6570\u5b57\u652f\u4ed8\u7528\u6237\u5728\u77e5\u6653\u7f51\u7edc\u652f\u6301\u9690\u79c1\u4fdd\u62a4\u65f6\uff0c\u5176\u4f7f\u7528\u610f\u613f\u663e\u8457\u63d0\u9ad8\u3002\u8fd9\u79cd\u4fe1\u4efb\u4e0d\u4ec5\u6765\u6e90\u4e8e\u6280\u672f\u4fdd\u969c\uff0c\u4e5f\u6765\u6e90\u4e8e\u7528\u6237\u5bf9\u6570\u636e\u63a7\u5236\u6743\u7684\u8ba4\u77e5\u3002\u6362\u53e5\u8bdd\u8bf4\uff0c\u9690\u79c1\u652f\u4ed8\u4e0d\u4ec5\u662f\u5355\u7b14\u4ea4\u6613\u7684\u533f\u540d\u5316\uff0c\u800c\u662f\u4e00\u79cd\u957f\u671f\u3001\u7cfb\u7edf\u6027\u7684\u884c\u4e3a\u6a21\u5f0f\u4fdd\u62a4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u503c\u5f97\u5f3a\u8c03\u7684\u662f\uff0c\u9690\u79c1\u652f\u4ed8\u5e76\u4e0d\u610f\u5473\u7740\u65e0\u6cd5\u76d1\u7ba1\u6216\u4e0d\u7b26\u5408\u6cd5\u5f8b\u5408\u89c4\u3002\u901a\u8fc7\u96f6\u77e5\u8bc6\u8bc1\u660e\u3001\u591a\u65b9\u8ba1\u7b97\u548c\u540c\u610f\u62ab\u9732\u673a\u5236\uff0c\u4ea4\u6613\u7f51\u7edc\u53ef\u4ee5\u5728\u4e0d\u66b4\u9732\u654f\u611f\u4fe1\u606f\u7684\u524d\u63d0\u4e0b\u5b9e\u73b0\u5ba1\u8ba1\u548c\u5408\u89c4\u8981\u6c42\u3002\u7528\u6237\u5728\u4eab\u53d7\u9690\u79c1\u4fdd\u62a4\u7684\u540c\u65f6\uff0c\u5fc5\u8981\u7684\u4fe1\u606f\u4ecd\u53ef\u5411\u76d1\u7ba1\u6216\u5ba1\u8ba1\u65b9\u6388\u6743\u62ab\u9732\uff0c\u786e\u4fdd\u652f\u4ed8\u884c\u4e3a\u5408\u6cd5\u3001\u900f\u660e\u4e14\u53ef\u63a7\u3002\u8fd9\u79cd\u8bbe\u8ba1\u4e0d\u4ec5\u89e3\u51b3\u4e86\u9690\u79c1\u4e0e\u5408\u89c4\u7684\u77db\u76fe\uff0c\u4e5f\u4e3a\u533a\u5757\u94fe\u652f\u4ed8\u7f51\u7edc\u7684\u5e7f\u6cdb\u5e94\u7528\u63d0\u4f9b\u4e86\u57fa\u7840\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">BenFen\u6b63\u662f\u8fd9\u4e00\u7406\u5ff5\u7684\u5178\u578b\u5b9e\u8df5\u8005\uff1a\u5176\u9690\u79c1\u652f\u4ed8\u91c7\u7528\u96f6\u77e5\u8bc6\u8bc1\u660e\u4e0e\u591a\u65b9\u8ba1\u7b97\u76f8\u7ed3\u5408\u7684\u673a\u5236\uff0c\u5b9e\u73b0\u4ea4\u6613\u91d1\u989d\u3001\u53d1\u9001\u65b9\u4e0e\u63a5\u6536\u65b9\u5730\u5740\u7684\u5168\u9762\u9690\u85cf\uff0c\u540c\u65f6\u652f\u6301\u76d1\u7ba1\u65b9\u901a\u8fc7\u89c6\u56fe\u5bc6\u94a5\uff08View Key\uff09\u8fdb\u884c\u9009\u62e9\u6027\u5ba1\u8ba1\uff0c\u786e\u4fdd\u5408\u89c4\u4e0d\u727a\u7272\u7528\u6237\u9690\u79c1\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"494\" height=\"1024\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/BenFen\u9690\u79c1\u652f\u4ed8\u91c7\u7528\u96f6\u77e5\u8bc6\u8bc1\u660e\u4e0e\u591a\u65b9\u8ba1\u7b97\u76f8\u7ed3\u5408\u7684\u673a\u5236-494x1024.png\" alt=\"BenFen\u9690\u79c1\u652f\u4ed8\u91c7\u7528\u96f6\u77e5\u8bc6\u8bc1\u660e\u4e0e\u591a\u65b9\u8ba1\u7b97\u76f8\u7ed3\u5408\u7684\u673a\u5236\" class=\"wp-image-3366\" style=\"width:300px\" srcset=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/BenFen\u9690\u79c1\u652f\u4ed8\u91c7\u7528\u96f6\u77e5\u8bc6\u8bc1\u660e\u4e0e\u591a\u65b9\u8ba1\u7b97\u76f8\u7ed3\u5408\u7684\u673a\u5236-494x1024.png 494w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/BenFen\u9690\u79c1\u652f\u4ed8\u91c7\u7528\u96f6\u77e5\u8bc6\u8bc1\u660e\u4e0e\u591a\u65b9\u8ba1\u7b97\u76f8\u7ed3\u5408\u7684\u673a\u5236-145x300.png 145w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/BenFen\u9690\u79c1\u652f\u4ed8\u91c7\u7528\u96f6\u77e5\u8bc6\u8bc1\u660e\u4e0e\u591a\u65b9\u8ba1\u7b97\u76f8\u7ed3\u5408\u7684\u673a\u5236-768x1592.png 768w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/BenFen\u9690\u79c1\u652f\u4ed8\u91c7\u7528\u96f6\u77e5\u8bc6\u8bc1\u660e\u4e0e\u591a\u65b9\u8ba1\u7b97\u76f8\u7ed3\u5408\u7684\u673a\u5236-741x1536.png 741w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/BenFen\u9690\u79c1\u652f\u4ed8\u91c7\u7528\u96f6\u77e5\u8bc6\u8bc1\u660e\u4e0e\u591a\u65b9\u8ba1\u7b97\u76f8\u7ed3\u5408\u7684\u673a\u5236.png 828w\" sizes=\"(max-width: 494px) 100vw, 494px\" \/><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u533a\u5757\u94fe\u9690\u79c1\u7684\u6f14\u8fdb\u2014\u2014\u4ece\u533f\u540d\u5e01\u5230\u6a21\u5757\u5316\u57fa\u7840\u8bbe\u65bd<\/strong> <\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u533f\u540d\u5e01\u9636\u6bb5\uff1a\u9690\u79c1\u7406\u5ff5\u7684\u521d\u6b65\u5b9e\u8df5<\/strong> <\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u533a\u5757\u94fe\u9690\u79c1\u7684\u6700\u65e9\u5c1d\u8bd5\u662f\u533f\u540d\u5e01\uff0c\u5176\u6838\u5fc3\u76ee\u6807\u5728\u4e8e\u4fdd\u62a4\u4ea4\u6613\u53cc\u65b9\u7684\u8eab\u4efd\u548c\u4ea4\u6613\u91d1\u989d\u3002<strong>Monero<\/strong>&nbsp;\u4e8e 2014 \u5e74\u53d1\u5e03\uff0c<strong>\u662f\u6700\u65e9\u5b9e\u73b0\u94fe\u4e0a\u9690\u79c1\u4ea4\u6613\u7684\u52a0\u5bc6\u8d27\u5e01\u4e4b\u4e00\uff0c<\/strong>\u5176\u6838\u5fc3\u673a\u5236\u5305\u62ec<strong>\u73af\u7b7e\u540d\uff08Ring Signature\uff09\u548c\u9690\u533f\u5730\u5740\uff08Stealth Address\uff09\u3002\u6bcf\u7b14\u4ea4\u6613\u7684\u53d1\u9001\u8005\u8f93\u5165\u4f1a\u4e0e\u591a\u4e2a\u5386\u53f2\u8f93\u5165\u6df7\u5408\u751f\u6210\u73af\u7b7e\u540d<\/strong>\uff0c\u4ece\u800c\u9690\u85cf\u771f\u5b9e\u53d1\u9001\u8005\uff0c\u907f\u514d\u94fe\u4e0a\u76f4\u63a5\u5173\u8054\u4ea4\u6613\u53cc\u65b9\u3002<strong>\u63a5\u6536\u8005\u5219\u4f7f\u7528\u4e00\u6b21\u6027\u9690\u533f\u5730\u5740\u63a5\u6536\u8d44\u91d1<\/strong>\uff0c\u786e\u4fdd\u652f\u4ed8\u8def\u5f84\u65e0\u6cd5\u88ab\u5916\u90e8\u89c2\u5bdf\u8005\u76f4\u63a5\u8bc6\u522b\u3002\u5c3d\u7ba1\u5982\u6b64\uff0c\u5982\u679c\u5c06\u94fe\u4e0a\u4fe1\u606f\u4e0e\u94fe\u4e0b\u6570\u636e\u7ed3\u5408\uff08\u5982\u4ea4\u6613\u6240 KYC \u4fe1\u606f\u3001\u793e\u4ea4\u5a92\u4f53\u6216 NFT \u4ea4\u6613\u8bb0\u5f55\uff09\uff0c\u4ecd\u53ef\u80fd\u5b58\u5728\u4e00\u5b9a\u8ffd\u8e2a\u98ce\u9669\u3002\u5e76\u4e14\u5b83\u7684\u5c40\u9650\u4e5f\u5341\u5206\u660e\u663e\uff1a<strong>\u4ea4\u6613\u6570\u636e\u4f53\u79ef\u8f83\u5927\uff0c\u533a\u5757\u81a8\u80c0\u660e\u663e<\/strong>\uff08\u5355\u7b14\u4ea4\u6613\u5927\u5c0f\u663e\u8457\u9ad8\u4e8e\u6bd4\u7279\u5e01\u4ea4\u6613\uff09\uff1b\u540c\u65f6\uff0cMonero <strong>\u4e0d\u652f\u6301\u590d\u6742\u667a\u80fd\u5408\u7ea6<\/strong>\uff0c\u9650\u5236\u4e86\u5176\u5728\u53bb\u4e2d\u5fc3\u5316\u91d1\u878d\uff08DeFi\uff09\u7b49\u5e94\u7528\u573a\u666f\u7684\u53ef\u7528\u6027\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Zcash<\/strong>&nbsp;\u4e8e 2016 \u5e74\u5f15\u5165\u96f6\u77e5\u8bc6\u8bc1\u660e\uff08zk-SNARKs\uff09\uff0c\u5141\u8bb8\u7528\u6237\u5728\u9690\u85cf\u4ea4\u6613\u91d1\u989d\u548c\u53c2\u4e0e\u65b9\u8eab\u4efd\u7684\u540c\u65f6\uff0c\u751f\u6210\u53ef\u9a8c\u8bc1\u4ea4\u6613\u5408\u6cd5\u6027\u7684\u6570\u5b66\u8bc1\u660e\u3002\u4e0e Monero \u4e0d\u540c\uff0cZcash \u63d0\u4f9b\u4e86\u201c\u9009\u62e9\u6027\u900f\u660e\u201d\u673a\u5236\uff0c\u5373\u7528\u6237\u53ef\u4ee5\u9009\u62e9 shielded \u4ea4\u6613\u4ee5\u83b7\u5f97\u9690\u79c1\u4fdd\u62a4\u3002\u8be5\u6280\u672f\u5728\u7406\u8bba\u4e0a\u80fd\u591f\u4fdd\u8bc1\u4ea4\u6613\u6709\u6548\u6027\u4e0e\u9690\u79c1\u6027\uff0c\u4f46\u751f\u6210\u8bc1\u660e\u9700\u8981\u8f83\u9ad8\u8ba1\u7b97\u8d44\u6e90\uff0c\u4ea4\u6613\u5ef6\u8fdf\u660e\u663e\uff0c\u5bf9\u666e\u901a\u7528\u6237\u4f53\u9a8c\u9020\u6210\u6311\u6218\u3002\u65e9\u671f\u91c7\u7528\u7387\u4e5f\u76f8\u5bf9\u8f83\u4f4e\uff0c\u53cd\u6620\u4e86\u9690\u79c1\u4fdd\u62a4\u4e0e\u4f7f\u7528\u4fbf\u5229\u6027\u4e4b\u95f4\u7684\u6743\u8861\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u533f\u540d\u5e01\u9636\u6bb5\u5960\u5b9a\u4e86\u533a\u5757\u94fe\u9690\u79c1\u7684\u6982\u5ff5\u57fa\u7840\uff1a\u5b83\u76f4\u63a5\u3001\u660e\u786e\u5730\u63d0\u51fa\u201c\u901a\u8fc7\u9690\u85cf\u4fe1\u606f\u4fdd\u62a4\u7528\u6237\u5b89\u5168\u201d\u7684\u7406\u5ff5\uff0c\u4e3a\u540e\u7eed\u534f\u8bae\u5c42\u9690\u79c1\u548c\u9690\u79c1\u8ba1\u7b97\u9636\u6bb5\u63d0\u4f9b\u4e86\u6280\u672f\u4e0e\u7406\u5ff5\u53c2\u8003\u3002\u540c\u65f6\uff0c\u8fd9\u4e00\u9636\u6bb5\u4e5f\u66b4\u9732\u4e86\u9690\u79c1\u4fdd\u62a4\u4e0e\u53ef\u6269\u5c55\u6027\u3001\u7528\u6237\u4f53\u9a8c\u4e4b\u95f4\u7684\u77db\u76fe\uff0c\u63d0\u793a\u8bbe\u8ba1\u8005\u5fc5\u987b\u5728\u9690\u79c1\u3001\u5b89\u5168\u4e0e\u53ef\u7528\u6027\u4e4b\u95f4\u5bfb\u627e\u5e73\u8861\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u534f\u8bae\u5c42\u9690\u79c1\uff1a\u6ee1\u8db3\u667a\u80fd\u5408\u7ea6\u9700\u6c42<\/strong> <\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u968f\u7740\u667a\u80fd\u5408\u7ea6\u548c\u53bb\u4e2d\u5fc3\u5316\u91d1\u878d\uff08DeFi\uff09\u7684\u5feb\u901f\u53d1\u5c55\uff0c\u65e9\u671f\u533f\u540d\u5e01\u5728\u9690\u79c1\u4fdd\u62a4\u4e0a\u7684\u5c40\u9650\u9010\u6e10\u663e\u73b0\u3002Monero \u6216 Zcash \u7b49\u533f\u540d\u5e01\u867d\u7136\u80fd\u6709\u6548\u9690\u85cf\u5355\u7b14\u4ea4\u6613\u7684\u8eab\u4efd\u548c\u91d1\u989d\uff0c\u4f46\u5728\u667a\u80fd\u5408\u7ea6\u4ea4\u4e92\u3001\u590d\u6742\u8d44\u4ea7\u7ba1\u7406\u4ee5\u53ca\u591a\u7b14\u4ea4\u6613\u805a\u5408\u7b49\u573a\u666f\u4e2d\u65e0\u6cd5\u76f4\u63a5\u5e94\u7528\u3002\u4e3a\u6ee1\u8db3\u94fe\u4e0a\u590d\u6742\u5e94\u7528\u7684\u9690\u79c1\u9700\u6c42\uff0c\u534f\u8bae\u5c42\u9690\u79c1\u5de5\u5177\u5e94\u8fd0\u800c\u751f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tornado Cash \u662f\u57fa\u4e8e\u4ee5\u592a\u574a\u7684\u6df7\u5e01\u534f\u8bae\uff0c\u901a\u8fc7\u6df7\u5e01\u6c60\u548c\u96f6\u77e5\u8bc6\u8bc1\u660e\u6253\u4e71\u4ea4\u6613\u8def\u5f84\uff0c\u5b9e\u73b0\u53d1\u9001\u8005\u4e0e\u63a5\u6536\u8005\u7684\u89e3\u8026\uff0c\u4f7f\u8d44\u91d1\u6d41\u5411\u96be\u4ee5\u88ab\u8ffd\u8e2a\uff0c\u5b83\u4e3a\u7528\u6237\u63d0\u4f9b\u4e86\u94fe\u4e0a\u9690\u79c1\u4ea4\u6613\u7684\u5b9e\u8df5\u6848\u4f8b\u3002\u7136\u800c\uff0cTornado Cash \u4e5f\u9762\u4e34\u73b0\u5b9e\u76d1\u7ba1\u98ce\u9669\uff1a2022 \u5e74\u7f8e\u56fd\u8d22\u653f\u90e8\u5c06\u5176\u5217\u5165\u5236\u88c1\u540d\u5355\uff0c\u663e\u793a\u534f\u8bae\u5c42\u9690\u79c1\u5728\u5408\u89c4\u6027\u4e0a\u5b58\u5728\u6311\u6218\u3002\u6b64\u5916\uff0cTornado Cash \u53ea\u662f\u4ea4\u6613\u6df7\u5e01\uff0c\u4e0d\u652f\u6301\u590d\u6742\u667a\u80fd\u5408\u7ea6\u7684\u9690\u79c1\u64cd\u4f5c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Railgun \u5219\u4e3a DeFi \u7528\u6237\u63d0\u4f9b\u591a\u8d44\u4ea7\u9690\u79c1\u4ea4\u6613\u548c\u667a\u80fd\u5408\u7ea6\u4ea4\u4e92\u80fd\u529b\uff0c\u652f\u6301 ERC-20\u3001ERC-721 \u7b49\u4ee3\u5e01\u7c7b\u578b\u3002\u7528\u6237\u5728\u94fe\u4e0a\u8fdb\u884c\u4ea4\u6613\u65f6\u53ef\u4ee5\u9690\u85cf\u8eab\u4efd\u3001\u91d1\u989d\u548c\u4ea4\u6613\u5173\u7cfb\uff0c\u540c\u65f6\u901a\u8fc7\u6388\u6743\u63a5\u53e3\u6ee1\u8db3\u90e8\u5206\u5ba1\u8ba1\u548c\u5408\u89c4\u9700\u6c42\u3002\u4f46 Railgun \u7684\u8de8\u94fe\u652f\u6301\u6709\u9650\uff0c\u4e3b\u8981\u96c6\u4e2d\u5728 EVM \u517c\u5bb9\u751f\u6001\uff0c\u4e14\u4f7f\u7528\u95e8\u69db\u76f8\u5bf9\u8f83\u9ad8\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u603b\u4f53\u800c\u8a00\uff0c\u534f\u8bae\u5c42\u9690\u79c1\u9636\u6bb5\u7684\u6838\u5fc3\u610f\u4e49\u5728\u4e8e\uff1a\u5728\u94fe\u4e0a\u5e94\u7528\u4e2d\u589e\u5f3a\u9690\u79c1\u4fdd\u62a4\uff0c\u4f7f\u667a\u80fd\u5408\u7ea6\u548c DeFi \u573a\u666f\u4e2d\u7684\u8d44\u91d1\u6d41\u5411\u548c\u7528\u6237\u884c\u4e3a\u4e0d\u6613\u88ab\u8ffd\u8e2a\u3002\u8fd9\u4e00\u9636\u6bb5\u7684\u5c40\u9650\u4e3b\u8981\u5305\u62ec\u64cd\u4f5c\u590d\u6742\u3001\u8ba1\u7b97\u4e0e Gas \u5f00\u9500\u8f83\u5927\u3001\u8de8\u94fe\u652f\u6301\u6709\u9650\uff0c\u4ee5\u53ca\u73b0\u5b9e\u76d1\u7ba1\u98ce\u9669\u3002\u8fd9\u4e9b\u9650\u5236\u4e3a\u540e\u7eed\u9690\u79c1\u8ba1\u7b97\u548c\u6a21\u5757\u5316\u9690\u79c1\u57fa\u7840\u8bbe\u65bd\u7684\u53d1\u5c55\u63d0\u4f9b\u4e86\u660e\u786e\u65b9\u5411\uff0c\u4e5f\u51f8\u663e\u4e86\u533a\u5757\u94fe\u9690\u79c1\u6280\u672f\u4ece\u5355\u7b14\u4ea4\u6613\u4fdd\u62a4\u5411\u53ef\u9a8c\u8bc1\u3001\u591a\u529f\u80fd\u9690\u79c1\u4f53\u7cfb\u6f14\u8fdb\u7684\u5fc5\u7136\u6027\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u672c\u9636\u6bb5\u7684\u6f14\u8fdb\u4e2d\uff0cBenFen\u7684\u9690\u79c1\u652f\u4ed8\u529f\u80fd\u805a\u7126\u4e8e\u5b9e\u73b0\u9ad8\u6548\u7684\u94fe\u4e0a\u533f\u540d\u4ea4\u6613\uff0c\u652f\u6301\u7528\u6237\u5728\u9690\u85cf\u8eab\u4efd\u548c\u91d1\u989d\u7684\u540c\u65f6\uff0c\u8fdb\u884c\u65e0\u7f1d\u7684\u8d44\u91d1\u8f6c\u79fb\uff0c\u65e8\u5728\u89e3\u51b3\u4f20\u7edf\u533f\u540d\u5e01\u5728\u79fb\u52a8\u652f\u4ed8\u548c\u65e5\u5e38\u4f7f\u7528\u4e2d\u7684\u4fbf\u5229\u6027\u95ee\u9898\uff0c\u8fdb\u4e00\u6b65\u6269\u5c55\u4e86\u533f\u540d\u5e01\u5728\u652f\u4ed8\u573a\u666f\u4e0b\u7684\u5e94\u7528\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"902\" height=\"602\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Protocol-Level-Privacy-Meeting-the-Needs-of-Smart-Contracts.png\" alt=\"Protocol-Level Privacy: Meeting the Needs of Smart Contracts\" class=\"wp-image-3367\" style=\"width:600px\" srcset=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Protocol-Level-Privacy-Meeting-the-Needs-of-Smart-Contracts.png 902w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Protocol-Level-Privacy-Meeting-the-Needs-of-Smart-Contracts-300x200.png 300w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Protocol-Level-Privacy-Meeting-the-Needs-of-Smart-Contracts-768x513.png 768w\" sizes=\"(max-width: 902px) 100vw, 902px\" \/><\/figure>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u9690\u79c1\u8ba1\u7b97\u9636\u6bb5\uff1a\u53ef\u9a8c\u8bc1 + \u9690\u79c1<\/strong> <\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u534f\u8bae\u5c42\u9690\u79c1\u66f4\u591a\u5173\u6ce8\u4ea4\u6613\u6570\u636e\u7684\u9690\u85cf\uff0c\u800c\u9690\u79c1\u8ba1\u7b97\u7684\u51fa\u73b0\uff0c\u8ba9\u533a\u5757\u94fe\u4ece\u201c\u4fe1\u606f\u63a9\u76d6\u201d\u8fdb\u5165\u201c\u8ba1\u7b97\u53ef\u9a8c\u8bc1\u201d\u9636\u6bb5\u3002\u5b83\u901a\u8fc7\u5728\u52a0\u5bc6\u72b6\u6001\u4e0b\u5b8c\u6210\u8ba1\u7b97\uff0c\u786e\u4fdd\u6570\u636e\u65e2\u4fdd\u6301\u673a\u5bc6\uff0c\u53c8\u80fd\u9a8c\u8bc1\u7ed3\u679c\u7684\u6b63\u786e\u6027\uff0c\u4f7f\u5f97\u590d\u6742\u667a\u80fd\u5408\u7ea6\u3001\u591a\u65b9\u534f\u4f5c\u4e0e\u8de8\u94fe\u64cd\u4f5c\u7684\u9690\u79c1\u4fdd\u62a4\u6210\u4e3a\u53ef\u80fd\u3002\u5f53\u524d\u4e3b\u8981\u7684\u9690\u79c1\u8ba1\u7b97\u6280\u672f\u5305\u62ec\u96f6\u77e5\u8bc6\u8bc1\u660e\uff08ZK\uff09\u3001\u53ef\u4fe1\u6267\u884c\u73af\u5883\uff08TEE\uff09\u4e0e\u5b89\u5168\u591a\u65b9\u8ba1\u7b97\uff08MPC\uff09\uff0c\u5b83\u4eec\u5206\u522b\u4ee3\u8868\u4e86\u4e0d\u540c\u7684\u6280\u672f\u8def\u5f84\u4e0e\u9690\u79c1\u652f\u4ed8\u5b9e\u73b0\u65b9\u5f0f\uff0c\u540e\u6587\u5c06\u5bf9\u6280\u672f\u539f\u7406\u8fdb\u884c\u8be6\u7ec6\u62c6\u89e3\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><strong>\u53ef\u4fe1\u6267\u884c\u73af\u5883\uff08Trusted Execution Environment, TEE\uff09<\/strong> <\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u53ef\u4fe1\u6267\u884c\u73af\u5883\uff08Trusted Execution Environment, TEE\uff09<\/strong>\u4f9d\u6258\u786c\u4ef6\u9694\u79bb\u673a\u5236\uff0c\u5728CPU\u7684\u5b89\u5168\u533a\u57df\u5185\u6267\u884c\u654f\u611f\u8ba1\u7b97\uff0c\u5916\u90e8\u65e0\u6cd5\u8bbf\u95ee\u6570\u636e\uff0c\u4ece\u800c\u5b9e\u73b0\u786c\u4ef6\u5c42\u9690\u79c1\u3002\u4ee3\u8868\u9879\u76ee\u5305\u62ec <strong>Oasis Network\u3001Secret Network \u4e0e Phala Network\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Oasis Network\uff1a\u4ee5\u7075\u6d3b\u67b6\u6784\u4e3a\u6838\u5fc3\u7684\u9690\u79c1\u8ba1\u7b97\u5e73\u53f0<\/strong><br><strong>\u53d1\u5c55\u65f6\u95f4\u7ebf\uff1a<\/strong>&nbsp;\u9879\u76ee\u4e3b\u7f51\u4e8e2020\u5e7411\u6708\u6b63\u5f0f\u4e0a\u7ebf\u3002\u5176\u91cd\u8981\u7684\u91cc\u7a0b\u7891\u662f2022\u5e74\u63a8\u51fa\u7684 <strong>Sapphire ParaTime<\/strong>\uff0c\u8fd9\u662f\u4e00\u4e2a\u517c\u5bb9EVM\u7684\u9690\u79c1\u533a\u5757\u94fe\uff0c\u6781\u5927\u964d\u4f4e\u4e86\u5f00\u53d1\u95e8\u69db\u3002<br><strong>\u6838\u5fc3\u7279\u70b9\u4e0e\u67b6\u6784\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5171\u8bc6\u4e0e\u6267\u884c\u5206\u79bb\uff1a<\/strong>\u8fd9\u662fOasis\u6700\u6838\u5fc3\u7684\u521b\u65b0\u3002\u7f51\u7edc\u5206\u4e3a\u5171\u8bc6\u5c42\u548c\u591a\u4e2a\u5e76\u884c\u7684ParaTime\u6267\u884c\u5c42\u3002\u5171\u8bc6\u5c42\u7531\u9a8c\u8bc1\u8005\u8fd0\u884c\uff0c\u8d1f\u8d23\u5b89\u5168\u4e0e\u7a33\u5b9a\uff1bParaTime\u5c42\u5219\u7531\u72ec\u7acb\u7684\u8282\u70b9\u8fd0\u8425\u8005\u8fd0\u884c\uff0c\u8d1f\u8d23\u5904\u7406\u667a\u80fd\u5408\u7ea6\u7b49\u8ba1\u7b97\u4efb\u52a1\u3002\u8fd9\u79cd\u8bbe\u8ba1\u4f7f\u5f97\u591a\u4e2aParaTime\u53ef\u4ee5\u5e76\u884c\u5904\u7406\u4ea4\u6613\uff0c\u6781\u5927\u5730\u63d0\u5347\u4e86\u53ef\u6269\u5c55\u6027\u3002<\/li>\n\n\n\n<li><strong>Sapphire ParaTime\uff1a<\/strong>\u4f5c\u4e3a\u9690\u79c1\u8d5b\u9053\u7684\u5173\u952e\u4ea7\u54c1\uff0c\u5b83\u5141\u8bb8\u5f00\u53d1\u8005\u4f7f\u7528Solidity\u7b49\u6807\u51c6\u5de5\u5177\uff0c\u7f16\u5199\u80fd\u591f\u52a0\u5bc6\u72b6\u6001\u548c\u79c1\u6709\u4ea4\u6613\u7684\u667a\u80fd\u5408\u7ea6\uff0c\u5b9e\u73b0\u4e86\u201c\u5f00\u7bb1\u5373\u7528\u201d\u7684\u9690\u79c1\u529f\u80fd\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5e94\u7528\u4e0e\u751f\u6001\uff1a<\/strong>\u51ed\u501f\u5176\u7075\u6d3b\u67b6\u6784\uff0cOasis\u5728<strong>\u6570\u636e\u4ee3\u5e01\u5316\uff08Data Tokenization\uff09<\/strong>\u9886\u57df\u5e03\u5c40\u6df1\u8fdc\uff0c\u65e8\u5728\u6784\u5efa\u8d1f\u8d23\u4efb\u7684\u6570\u636e\u7ecf\u6d4e\u3002\u5408\u4f5c\u6848\u4f8b\u5305\u62ec\u4e0e<strong>\u5b9d\u9a6c\uff08BMW Group\uff09<\/strong>\u5408\u4f5c\u5f00\u53d1\u6570\u636e\u7a7a\u95f4\uff0c\u4e0e<strong>\u57fa\u56e0\u516c\u53f8 Nebula Genomics<\/strong>&nbsp;\u5408\u4f5c\u4fdd\u62a4\u7528\u6237\u57fa\u56e0\u6570\u636e\u9690\u79c1\u7b49\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9762\u4e34\u6311\u6218\uff1a<\/strong>\u5176TEE\u5b9e\u73b0\u4f9d\u8d56\u7279\u5b9a\u786c\u4ef6\uff08\u5982 Intel SGX\uff09\uff0c\u5b58\u5728\u56e0\u82af\u7247\u6f0f\u6d1e\u5bfc\u81f4\u7684\u6570\u636e\u6cc4\u9732\u98ce\u9669\uff1b\u540c\u65f6\uff0c\u5176\u8de8\u94fe\u751f\u6001\u4e0e\u5934\u90e8\u516c\u94fe\u76f8\u6bd4\u4ecd\u5904\u4e8e\u5efa\u8bbe\u9636\u6bb5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Secret Network\u4ee5\u201c\u9ed8\u8ba4\u9690\u79c1\u201d\u4e3a\u7279\u8272\u7684\u667a\u80fd\u5408\u7ea6\u516c\u94fe<\/strong><br><strong>\u53d1\u5c55\u65f6\u95f4\u7ebf\uff1a<\/strong>&nbsp;\u5176\u524d\u8eab Enigma \u4e8e2017\u5e74\u542f\u52a8\uff0c\u4e3b\u7f51\u4e8e2020\u5e749\u6708\u542f\u52a8\uff0c\u662f\u9996\u4e2a\u5177\u6709\u9690\u79c1\u4fdd\u62a4\u667a\u80fd\u5408\u7ea6\u7684\u533a\u5757\u94fe\u3002\u540e\u6765\u5b83\u7684 <strong>Secret Ethereum Bridge<\/strong>&nbsp;\u4e0a\u7ebf\uff0c\u589e\u5f3a\u4e86\u8de8\u94fe\u80fd\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6838\u5fc3\u7279\u70b9\uff1a<\/strong>\u4f5c\u4e3a<strong>Cosmos \u751f\u6001\u4e2d\u9996\u4e2a\u4e3b\u6253\u201c\u9ed8\u8ba4\u9690\u79c1\u201d<\/strong>\u7684\u533a\u5757\u94fe\uff0c\u5176\u201cSecret Contracts\u201d\u80fd\u786e\u4fdd\u5408\u7ea6\u72b6\u6001\u548c\u8f93\u5165\u6570\u636e\u5728\u52a0\u5bc6\u72b6\u6001\u4e0b\u88ab\u5904\u7406\uff0c\u53ea\u6709\u88ab\u6388\u6743\u7684\u65b9\u624d\u80fd\u67e5\u770b\u3002BenFen\u5728 Move VM \u4e0a\u5b9e\u73b0\u7c7b\u4f3c\u9ed8\u8ba4\u9690\u79c1\uff0c\u8f6c\u8d26\u65f6\u9690\u85cf\u91d1\u989d\u4e0e\u4f59\u989d\uff0c\u5e76\u63d0\u4f9b\u4e34\u65f6\u53ef\u89c1\u6388\u6743\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5e94\u7528\u4e0e\u751f\u6001\uff1a<\/strong>\u5929\u7136\u9002\u7528\u4e8e\u9690\u79c1DeFi\u3001\u9690\u79c1NFT\u4e0e\u9690\u79c1\u8f6c\u8d26\u7b49\u573a\u666f\uff0c\u5176\u751f\u6001\u5e94\u7528\u5728\u8bde\u751f\u4e4b\u521d\u5c31\u81ea\u5e26\u9690\u79c1\u4fdd\u62a4\u5c5e\u6027\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9762\u4e34\u6311\u6218\uff1a<\/strong>\u9762\u4e34Intel SGX\u7684\u786c\u4ef6\u4fe1\u4efb\u4e0e\u6f0f\u6d1e\u98ce\u9669\u3002\u6b64\u5916\uff0c\u5176\u9996\u8981\u6311\u6218\u5728\u4e8e\u9700\u8981\u5438\u5f15\u66f4\u591a\u5f00\u53d1\u8005\uff0c\u6784\u5efa\u66f4\u7e41\u8363\u7684\u751f\u6001\u6765\u8bc1\u660e\u201c\u9ed8\u8ba4\u9690\u79c1\u201d\u7684\u5e7f\u6cdb\u4ef7\u503c\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u96f6\u77e5\u8bc6\u8bc1\u660e\uff08ZK\uff09<\/strong> <\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u96f6\u77e5\u8bc6\u8bc1\u660e\uff08Zero-Knowledge Proof, ZKP\uff09<\/strong>\u5141\u8bb8\u7528\u6237\u5728\u4e0d\u6cc4\u9732\u539f\u59cb\u4fe1\u606f\u7684\u524d\u63d0\u4e0b\uff0c\u5411\u5916\u754c\u8bc1\u660e\u67d0\u4e2a\u9648\u8ff0\u4e3a\u771f\u3002\u5b83\u6700\u65e9\u7531\u5b66\u672f\u754c\u63d0\u51fa\uff0c\u4f46\u5728\u533a\u5757\u94fe\u4e2d\u88ab\u5e7f\u6cdb\u7528\u4e8e\u9690\u79c1\u652f\u4ed8\u548c\u53ef\u6269\u5c55\u6027\u8bbe\u8ba1\u3002\u5178\u578b\u4ee3\u8868\u5305\u62ec<strong>Aleo\u548cAztec\u7b49\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Aleo\uff1a\u94fe\u4e0b\u8ba1\u7b97\u4e0e\u9690\u79c1\u667a\u80fd\u5408\u7ea6<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u53d1\u5c55\u65f6\u95f4\u7ebf\uff1a<\/strong>\u9879\u76ee\u4e8e2019\u5e74\u542f\u52a8\uff0c\u4e3b\u7f51\u4e8e2024\u5e74\u4e0a\u7ebf\u3002Aleo\u662f\u6700\u65e9\u5c06ZK\u6280\u672f\u5e94\u7528\u4e8e\u9690\u79c1\u8ba1\u7b97\u5c42\u7684\u516c\u94fe\u4e4b\u4e00\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6838\u5fc3\u7279\u70b9\uff1a<\/strong>\u6240\u6709\u8ba1\u7b97\u5747\u5728\u94fe\u4e0b\u5b8c\u6210\uff0c\u94fe\u4e0a\u53ea\u9a8c\u8bc1\u96f6\u77e5\u8bc6\u8bc1\u660e\uff0c\u65e2\u4fdd\u62a4\u6570\u636e\u9690\u79c1\uff0c\u53c8\u51cf\u5c11\u533a\u5757\u94fe\u8d1f\u8f7d\u3002\u5176\u4e13\u7528\u7f16\u7a0b\u8bed\u8a00 <strong>Leo<\/strong>&nbsp;\u5141\u8bb8\u5f00\u53d1\u8005\u8f7b\u677e\u6784\u5efa\u9690\u79c1\u652f\u4ed8\u3001DeFi\u3001\u8eab\u4efd\u9a8c\u8bc1\u7b49\u5e94\u7528\uff0c\u964d\u4f4e\u5f00\u53d1\u95e8\u69db\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5e94\u7528\u4e0e\u751f\u6001\uff1a<\/strong>\u4e3b\u7f51\u4e0a\u7ebf\u540e\uff0c\u793e\u533a\u51fa\u73b0\u4e86<strong>\u79c1\u5bc6\u652f\u4ed8\u94b1\u5305\u3001\u533f\u540d\u6295\u7968\u3001\u79c1\u5bc6 DeFi \u539f\u578b\u5e94\u7528<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9762\u4e34\u6311\u6218\uff1a<\/strong>\u751f\u6210\u96f6\u77e5\u8bc6\u8bc1\u660e\u8ba1\u7b97\u5f00\u9500\u9ad8\uff0c\u5bfc\u81f4\u79fb\u52a8\u7aef\u548c\u4f4e\u7b97\u529b\u8bbe\u5907\u96be\u4ee5\u8fd0\u884c\uff0c\u751f\u6001\u4ecd\u5728\u521d\u671f\u9636\u6bb5\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"902\" height=\"602\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Zero-Knowledge-Proof-ZKP-.png\" alt=\"Zero-Knowledge Proof (ZKP) \" class=\"wp-image-3368\" style=\"width:600px\" srcset=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Zero-Knowledge-Proof-ZKP-.png 902w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Zero-Knowledge-Proof-ZKP--300x200.png 300w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Zero-Knowledge-Proof-ZKP--768x513.png 768w\" sizes=\"(max-width: 902px) 100vw, 902px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\"><strong>Aztec\uff1a\u4ee5\u592a\u574a\u751f\u6001\u4e0b\u7684\u9690\u79c1\u652f\u4ed8<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u53d1\u5c55\u65f6\u95f4\u7ebf\uff1a<\/strong>Aztec \u9879\u76ee\u542f\u52a8\u4e8e2017\u5e74\uff0c2.0\u7248\u672c\u4e8e2021\u5e74\u4e0a\u7ebf\u4e3b\u7f51\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6838\u5fc3\u7279\u70b9\uff1a<\/strong>\u7ed3\u5408 <strong>zkSNARK \u4e0e rollup \u6280\u672f<\/strong>\uff0c\u5c06\u591a\u7b14\u79c1\u5bc6\u4ea4\u6613\u6253\u5305\u751f\u6210\u7edf\u4e00\u8bc1\u660e\uff0c\u518d\u63d0\u4ea4\u81f3\u4ee5\u592a\u574a\u4e3b\u7f51\uff0c\u5b9e\u73b0\u9690\u79c1\u4fdd\u62a4\u548c<strong>\u964d\u4f4e gas \u6210\u672c\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5e94\u7528\u4e0e\u751f\u6001\uff1aAztec Connect<\/strong>&nbsp;\u66fe\u652f\u6301\u7528\u6237\u5728\u4ee5\u592a\u574a\u4e0a\u8fdb\u884c\u533f\u540d\u652f\u4ed8\u548c\u6536\u76cafarming\u64cd\u4f5c\uff0c\u4f46\u57282023\u5e74\u6682\u505c\u8fd0\u884c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9762\u4e34\u6311\u6218\uff1a<\/strong>\u9690\u79c1\u4e0e\u76d1\u7ba1\u3001\u6027\u80fd\u4e4b\u95f4\u7684\u6743\u8861\u4ecd\u7136\u5b58\u5728\uff0c\u540c\u65f6\u5f00\u53d1\u8005\u751f\u6001\u9700\u8981\u8fdb\u4e00\u6b65\u5b8c\u5584\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u603b\u4f53\u6765\u770b\uff0c<strong>ZK \u6280\u672f\u8def\u7ebf\u5728\u9690\u79c1\u652f\u4ed8\u4e2d\u5177\u5907\u9ad8\u5b89\u5168\u6027\u4e0e\u6570\u5b66\u53ef\u9a8c\u8bc1\u6027<\/strong>\uff0c\u5c24\u5176\u9002\u5408\u9700\u8981\u9ad8\u9690\u79c1\u4fdd\u62a4\u548c\u53ef\u9a8c\u8bc1\u6027\u7684\u652f\u4ed8\u7cfb\u7edf\u3002\u5176\u53d1\u5c55\u5386\u7a0b\u5c55\u793a\u4e86 <strong>\u4ece\u5b66\u672f\u539f\u578b\u5230\u5546\u4e1a\u5e94\u7528\u7684\u9010\u6b65\u843d\u5730<\/strong>\uff0c\u5e76\u4e3a\u540e\u7eed Layer 2 \u9690\u79c1\u652f\u4ed8\u4e0e\u590d\u6742\u667a\u80fd\u5408\u7ea6\u63d0\u4f9b\u4e86\u6280\u672f\u57fa\u7840\u3002\u800c BenFen \u7684\u9690\u79c1\u652f\u4ed8\u529f\u80fd\uff0c\u5219\u5728\u6b64\u57fa\u7840\u4e0a\u8fdb\u4e00\u6b65\u8fdb\u5316\uff1a\u901a\u8fc7\u6df1\u5ea6\u878d\u5408 MPC \u534f\u8bae\u3001\u96f6\u77e5\u8bc6\u8bc1\u660e\u4ee5\u53ca\u539f\u751f\u9690\u79c1\u5e01 AUSD\uff0c\u5728\u94fe\u4e0b\u534f\u540c\u751f\u6210\u9690\u79c1\u4ea4\u6613\u3002\u7cfb\u7edf\u4f1a\u5c06\u8f93\u5165\u91d1\u989d\u3001\u8f93\u51fa\u91d1\u989d\u3001\u53d1\u9001\u65b9\/\u63a5\u6536\u65b9\u5730\u5740\u53ca\u8d44\u4ea7\u7c7b\u578b\u7b49\u6838\u5fc3\u8981\u7d20\u8f6c\u6362\u4e3a\u52a0\u5bc6\u627f\u8bfa\u6216\u9690\u79c1\u72b6\u6001\uff0c\u5e76\u4ee5 AUSD \u4f5c\u4e3a\u9690\u533f\u8d44\u4ea7\u7684\u8f7d\u4f53\uff0c\u786e\u4fdd\u4ea4\u6613\u4e2d\u7684\u8d44\u91d1\u6d41\u5411\u65e0\u6cd5\u88ab\u5916\u754c\u8bc6\u522b\u3002\u94fe\u4e0a\u53ea\u540c\u6b65\u7ecf\u8fc7\u8bc1\u660e\u7684\u6700\u7ec8\u6709\u6548\u72b6\u6001\u53d8\u66f4\uff0c\u8282\u70b9\u4ec5\u9a8c\u8bc1\u8f6c\u6362\u7684\u6b63\u786e\u6027\uff0c\u800c\u65e0\u6cd5\u9006\u63a8\u51fa\u539f\u59cb\u4fe1\u606f\uff0c\u4ece\u6839\u6e90\u963b\u65ad\u94fe\u4e0a\u6570\u636e\u5206\u6790\uff0c\u5b9e\u73b0\u66f4\u5f3a\u7684\u8d44\u4ea7\u4e0e\u8eab\u4efd\u9690\u79c1\u4fdd\u62a4\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"494\" height=\"1024\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/BenFen-native-privacy-coin-AUSD-494x1024.png\" alt=\"BenFen native privacy coin AUSD\" class=\"wp-image-3369\" style=\"width:300px\" srcset=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/BenFen-native-privacy-coin-AUSD-494x1024.png 494w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/BenFen-native-privacy-coin-AUSD-145x300.png 145w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/BenFen-native-privacy-coin-AUSD-768x1592.png 768w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/BenFen-native-privacy-coin-AUSD-741x1536.png 741w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/BenFen-native-privacy-coin-AUSD.png 828w\" sizes=\"(max-width: 494px) 100vw, 494px\" \/><\/figure>\n<\/div>\n\n\n<h4 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><strong>\u5b89\u5168\u591a\u65b9\u8ba1\u7b97\uff08Multi-Party Computation, MPC\uff09<\/strong> <\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5b89\u5168\u591a\u65b9\u8ba1\u7b97\uff08Multi-Party Computation, MPC\uff09<\/strong>\u5141\u8bb8\u591a\u4e2a\u53c2\u4e0e\u65b9\u5728\u4e0d\u6cc4\u9732\u5404\u81ea\u8f93\u5165\u6570\u636e\u7684\u524d\u63d0\u4e0b\uff0c\u5171\u540c\u5b8c\u6210\u51fd\u6570\u8ba1\u7b97\u5e76\u83b7\u53d6\u7ed3\u679c\u3002\u5b83\u662f\u76ee\u524d\u5728\u9690\u79c1\u652f\u4ed8\u9886\u57df\u6700\u63a5\u8fd1\u5546\u4e1a\u5316\u5e94\u7528\u7684\u6280\u672f\u4e4b\u4e00\u3002\u4e0eZK\uff08\u901a\u5e38\u9700\u8981\u53ef\u4fe1\u8bbe\u7f6e\uff09\u548cTEE\uff08\u4f9d\u8d56\u7279\u5b9a\u786c\u4ef6\uff09\u4e0d\u540c\uff0c<strong>MPC\u4e3b\u8981\u901a\u8fc7\u5206\u5e03\u5f0f\u7b97\u6cd5\u5b9e\u73b0\u9690\u79c1\u4fdd\u969c<\/strong>\uff0c\u901a\u5e38\u4e0d\u4f9d\u8d56\u590d\u6742\u7684\u524d\u7f6e\u4fe1\u4efb\u5047\u8bbe\u3002\u4ee3\u8868\u9879\u76ee\u5305\u62ec <strong>Partisia Blockchain \u4e0e Lit Protocol\u3002<\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"828\" height=\"552\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Secure-Multi-Party-Computation-MPC.png\" alt=\"Secure Multi-Party Computation (MPC)\" class=\"wp-image-3370\" style=\"width:600px\" srcset=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Secure-Multi-Party-Computation-MPC.png 828w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Secure-Multi-Party-Computation-MPC-300x200.png 300w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Secure-Multi-Party-Computation-MPC-768x512.png 768w\" sizes=\"(max-width: 828px) 100vw, 828px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\"><strong>Partisia Blockchain\uff1a\u4ee5MPC\u4e3a\u7279\u8272\u7684\u57fa\u7840\u516c\u94fe<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u53d1\u5c55\u65f6\u95f4\u7ebf\uff1a<\/strong>Partisia\u662f\u6700\u65e9\u5c06MPC\u6280\u672f\u7cfb\u7edf\u5316\u5e94\u7528\u4e8e\u533a\u5757\u94fe\u5e95\u5c42\u67b6\u6784\u7684\u9879\u76ee\u4e4b\u4e00\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6838\u5fc3\u7279\u70b9\uff1a<\/strong>\u5176\u76ee\u6807\u662f\u6784\u5efa\u4e00\u4e2a\u4ee5MPC\u4e3a\u6838\u5fc3\u529f\u80fd\u7684\u5e95\u5c42\u516c\u94fe\u3002\u901a\u8fc7\u7ed3\u5408<strong>\u95e8\u9650\u7b7e\u540d\uff08MPC\u7684\u5177\u4f53\u5e94\u7528\uff09\u4e0e\u79d8\u5bc6\u5171\u4eab<\/strong>\u7b49\u6280\u672f\uff0c\u5c06\u4ea4\u6613\u7b7e\u540d\u548c\u590d\u6742\u8ba1\u7b97\u4efb\u52a1\u5206\u5e03\u5230\u4e0d\u540c\u8282\u70b9\u6267\u884c\uff0c\u4ece\u800c\u907f\u514d\u5355\u70b9\u9690\u79c1\u6cc4\u9732\u3002\u7b97\u6cd5\u4e0a\u91c7\u7528<strong>\u6df7\u5408MPC\u6a21\u578b<\/strong>\uff0c\u5e76\u5229\u7528<strong>\u540c\u6001\u52a0\u5bc6<\/strong>\u7b49\u65b9\u6848\u4f18\u5316\u6548\u7387\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5e94\u7528\u4e0e\u751f\u6001\uff1a<\/strong>\u5176MPC\u652f\u4ed8\u534f\u8bae\u5df2\u5728<strong>\u53bb\u4e2d\u5fc3\u5316\u5e7f\u544a\u7ed3\u7b97<\/strong>\u7b49\u573a\u666f\u4e2d\u8bd5\u70b9\uff0c\u652f\u6301\u5728\u4e0d\u516c\u5f00\u654f\u611f\u5546\u4e1a\u6570\u636e\uff08\u5982\u5177\u4f53\u91d1\u989d\uff09\u7684\u524d\u63d0\u4e0b\u5b8c\u6210\u9a8c\u8bc1\u4e0e\u8bb0\u8d26\u3002\u8fd9\u79cd\u8bbe\u8ba1\u4f7f\u5176\u6210\u4e3a<strong>\u8de8\u673a\u6784\u6570\u636e\u5408\u4f5c\u3001\u4f01\u4e1a\u7ea7\u652f\u4ed8\u65b9\u6848\u7684\u7406\u60f3\u9009\u62e9\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9762\u4e34\u6311\u6218\uff1a<\/strong>MPC\u7684\u4e3b\u8981\u74f6\u9888\u5728\u4e8e<strong>\u8ba1\u7b97\u4e0e\u901a\u4fe1\u5f00\u9500\u5927<\/strong>\uff0c\u591a\u65b9\u8ba1\u7b97\u534f\u8bae\u9700\u8981\u9891\u7e41\u7684\u8282\u70b9\u95f4\u4ea4\u4e92\uff0c\u5bfc\u81f4\u5ef6\u8fdf\u8f83\u9ad8\u3001\u5bf9\u7f51\u7edc\u6761\u4ef6\u8981\u6c42\u4e25\u683c\u3002\u5373\u4f7fPartisia\u5bf9\u7b97\u6cd5\u6548\u7387\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u4f46\u5728\u8981\u6c42\u4f4e\u5ef6\u8fdf\u7684\u5927\u89c4\u6a21\u516c\u94fe\u73af\u5883\u4e2d\u4ecd\u9762\u4e34\u6027\u80fd\u6311\u6218\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u603b\u4f53\u6765\u770b\uff0c<strong>MPC\u8def\u7ebf\u4ee3\u8868\u4e86\u4ece\u673a\u6784\u4fe1\u4efb\u5411\u7b97\u6cd5\u4fe1\u4efb\u7684\u6df1\u523b\u8f6c\u53d8\u3002<\/strong>&nbsp;\u5b83\u4e0d\u4ec5\u7528\u4e8e\u652f\u4ed8\u7b7e\u540d\u4e0e\u7ed3\u7b97\uff0c\u4e5f\u9010\u6e10\u62d3\u5c55\u5230<strong>\u8eab\u4efd\u9a8c\u8bc1\u3001\u6570\u636e\u5171\u4eab\u4e0e\u8de8\u5883\u652f\u4ed8\u9886\u57df\u3002<\/strong>&nbsp;\u4e3a\u4e86\u7a81\u7834\u6027\u80fd\u74f6\u9888\uff0c\u4e1a\u754c\u4e5f\u5728\u63a2\u7d22 <strong>\u201c\u6df7\u5408\u9690\u79c1\u67b6\u6784\u201d<\/strong>\uff0c\u5982\u5c06MPC\u4e0eZK\u7ed3\u5408\uff0c\u5229\u7528ZK\u8bc1\u660e\u6765\u538b\u7f29\u9a8c\u8bc1\u6b65\u9aa4\uff0c\u4ece\u800c\u5728\u4fdd\u8bc1\u9690\u79c1\u7684\u540c\u65f6\u52a0\u5feb\u6700\u7ec8\u786e\u8ba4\u8fc7\u7a0b\u3002BenFen\u4e5f\u6b63\u662f\u901a\u8fc7<strong>&nbsp;MPC+ZK<\/strong>&nbsp;\u6df7\u5408\u67b6\u6784\uff0c\u6210\u529f\u7a81\u7834\u6027\u80fd\u74f6\u9888\uff0c\u6210\u4e3a\uff0c\u6210\u4e3a\u517c\u5177\u9690\u79c1\u4fdd\u62a4\u4e0e\u9ad8\u6027\u80fd\u6267\u884c\u80fd\u529b\u7684\u65b0\u4e00\u4ee3\u516c\u94fe\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76f8\u8f83\u4e8eZK\u7684\u201c\u96f6\u77e5\u8bc6\u8bc1\u660e\u201d\u548cTEE\u7684\u201c\u786c\u4ef6\u9ed1\u7bb1\u201d\uff0c<strong>MPC\u7684\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\u201c\u53bb\u4e2d\u5fc3\u5316\u534f\u4f5c\u201d\u3002<\/strong>&nbsp;\u5b83\u6700\u9002\u5408\u9700\u8981<strong>\u591a\u65b9\u53c2\u4e0e\u3001\u590d\u6742\u8d26\u6237\u7ba1\u7406\u4ee5\u53ca\u6ee1\u8db3\u5408\u89c4\u5ba1\u8ba1\u9700\u6c42<\/strong>\u7684\u9690\u79c1\u652f\u4ed8\u7cfb\u7edf\u3002\u56e0\u6b64\uff0cMPC\u5728\u9690\u79c1\u652f\u4ed8\u6f14\u8fdb\u4e2d\u626e\u6f14\u4e86 <strong>\u201c\u8fde\u63a5\u4f20\u7edf\u91d1\u878d\u4e0e\u52a0\u5bc6\u4e16\u754c\u7684\u6865\u6881\u201d<\/strong>&nbsp;\u89d2\u8272\uff0c\u4e3a\u540e\u7eed\u6280\u672f\u65b9\u6848\u63d0\u4f9b\u4e86\u575a\u5b9e\u57fa\u7840\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u6a21\u5757\u5316\u4e0e\u8de8\u94fe\u9690\u79c1\u57fa\u7840\u8bbe\u65bd<\/strong> <\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u968f\u7740\u533a\u5757\u94fe\u9690\u79c1\u6280\u672f\u7684\u53d1\u5c55\uff0c\u51fa\u73b0\u4e86<strong>\u6a21\u5757\u5316\u4e0e\u8de8\u94fe\u9690\u79c1\u57fa\u7840\u8bbe\u65bd<\/strong>\u7684\u8d8b\u52bf\u3002\u6a21\u5757\u5316\u9690\u79c1\u57fa\u7840\u8bbe\u65bd\u901a\u8fc7\u5c06\u9690\u79c1\u529f\u80fd\u4ece\u5355\u94fe\u6216\u5355\u5e94\u7528\u62bd\u8c61\u4e3a\u53ef\u590d\u7528\u7ec4\u4ef6\uff0c\u964d\u4f4e\u5f00\u53d1\u95e8\u69db\uff0c\u4f7f\u5f00\u53d1\u8005\u80fd\u4fbf\u6377\u5730\u6784\u5efa\u9690\u79c1\u5e94\u7528\u3002\u4f8b\u5982\uff0c<strong>Aleo<\/strong>&nbsp;\u63d0\u4f9b\u53ef\u590d\u7528\u7684\u9690\u79c1\u667a\u80fd\u5408\u7ea6\u6a21\u5757\uff0c\u5b9e\u73b0\u79c1\u5bc6\u4ea4\u6613\u548c\u9690\u79c1\u667a\u80fd\u5408\u7ea6\u529f\u80fd\u3002\u8de8\u94fe\u9690\u79c1\u5c1d\u8bd5\u5b9e\u73b0\u4e0d\u540c\u533a\u5757\u94fe\u4e4b\u95f4\u7684\u9690\u79c1\u8d44\u4ea7\u8f6c\u79fb\u548c\u90e8\u5206\u5408\u7ea6\u4ea4\u4e92\uff0c<strong>Oasis \u7684 Privacy Layer(Oasis Privacy Layer)<\/strong>\u8bbe\u8ba1\uff0c\u8ba9\u5176\u5b83\u94fe \/ dApp \u80fd\u591f\u63a5\u5165\u9690\u79c1\u529f\u80fd\uff08\u901a\u8fc7\u6865\u63a5\/\u6d88\u606f\u5c42\uff09\u6765\u4f7f\u7528\u5176\u9690\u79c1 ParaTime \u7684\u80fd\u529b\u3002\u4f46\u534f\u8bae\u590d\u6742\uff0c\u8de8\u94fe\u5b89\u5168\u6027\u548c\u6807\u51c6\u5316\u4ecd\u9700\u5b8c\u5584\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e00\u8d8b\u52bf\u8868\u660e\uff0c<strong>\u9690\u79c1\u6b63\u4ece\u5355\u7b14\u4ea4\u6613\u4fdd\u62a4\u4e0a\u5347\u4e3a\u57fa\u7840\u8bbe\u65bd\u7ea7\u80fd\u529b<\/strong>\uff0c\u80fd\u591f\u652f\u6301 DeFi\u3001\u9690\u79c1\u652f\u4ed8\u3001\u6570\u636e\u4ea4\u6613\u548c\u6570\u5b57\u8eab\u4efd\u7b49\u591a\u6837\u5316\u573a\u666f\u3002\u4f46\u6a21\u5757\u5316\u4e0e\u8de8\u94fe\u9690\u79c1\u4ecd\u9762\u4e34\u751f\u6001\u89c4\u6a21\u5c0f\u3001\u6807\u51c6\u5316\u4e0d\u8db3\u3001\u8de8\u94fe\u5b89\u5168\u6027\u98ce\u9669\u53ca\u4e92\u64cd\u4f5c\u6027\u9650\u5236\u3002\u5c3d\u7ba1\u6280\u672f\u6f5c\u529b\u5de8\u5927\uff0c\u5728\u5927\u89c4\u6a21\u5e94\u7528\u524d\u4ecd\u9700\u6301\u7eed\u5b8c\u5584\u4e0e\u9a8c\u8bc1\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"828\" height=\"552\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Modular-and-Cross-Chain-Privacy-Infrastructure.png\" alt=\"Modular and Cross-Chain Privacy Infrastructure\" class=\"wp-image-3371\" style=\"width:600px\" srcset=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Modular-and-Cross-Chain-Privacy-Infrastructure.png 828w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Modular-and-Cross-Chain-Privacy-Infrastructure-300x200.png 300w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Modular-and-Cross-Chain-Privacy-Infrastructure-768x512.png 768w\" sizes=\"(max-width: 828px) 100vw, 828px\" \/><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u6280\u672f\u8def\u7ebf\u5bf9\u6bd4\uff1a\u5982\u4f55\u5b9e\u73b0\u9690\u79c1\u652f\u4ed8\uff1f<\/strong> <\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u96f6\u77e5\u8bc6\u8bc1\u660e<\/strong> <\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u96f6\u77e5\u8bc6\u8bc1\u660e\u4e0e NP \u95ee\u9898\u5bc6\u5207\u76f8\u5173\uff0c\u6545\u5728\u8fdb\u5165\u8fd9\u4e00\u6a21\u5757\u4e4b\u524d\uff0c\u8bf7\u5bb9\u8bb8\u6211\u4ecb\u7ecd\u4e00\u4e2a\u6570\u5b66\u96be\u9898\uff1a P \u5bf9 NP \u95ee\u9898\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f5c\u4e3a\u4e03\u5927\u5343\u79a7\u5e74\u96be\u9898\u4e4b\u9996\uff0cN\u5bf9NP\u5e7f\u4e3a\u4eba\u77e5\uff0c\u4f46\u662f\u56e0\u5176\u95ee\u9898\u8868\u8fbe\u7684\u7b80\u6d01\u6027\uff0c\u5927\u90e8\u5206\u4eba\u5e76\u4e0d\u4e86\u89e3 P=NP \u610f\u5473\u4ec0\u4e48\u3002 P \u6307 Polynomial Time\uff0c\u53ef\u4ee5\u7b80\u5355\u7406\u89e3\u4e3a\u53ef\u4ee5\u5feb\u901f\u89e3\u51b3\u7684\u95ee\u9898\u3002 NP \u6307 Nondeterministic Polynomial time \uff0c\u53ef\u4ee5\u7b80\u5355\u7406\u89e3\u4e3a\u53ef\u4ee5\u5feb\u901f\u9a8c\u8bc1\u7684\u95ee\u9898\u3002 \u6240\u4ee5 P \u5bf9 NP \u95ee\u9898\u5b9e\u9645\u7684\u8868\u8ff0\u662f\u5bf9\u4e8e\u4e00\u4e2a\u53ef\u4ee5\u5feb\u901f\u9a8c\u8bc1\u7684\u95ee\u9898\uff0c\u662f\u5426\u6709\u4e00\u79cd\u9690\u85cf\u7684\u65b9\u6cd5\u5feb\u901f\u89e3\u51b3\uff0c\u8fd9\u4e24\u79cd\u80fd\u529b\u662f\u5426\u662f\u7b49\u4ef7\u7684\uff1f \u82e5 P=NP\uff0c\u5373\u5982\u4eca\u770b\u6765\u96be\u4ee5\u89e3\u51b3\u7684\u95ee\u9898\uff0c\u6bd4\u5982\u7269\u6d41\u8c03\u5ea6\u9886\u57df\u7684\u7ec4\u5408\u4f18\u5316\u95ee\u9898\uff0c\u662f\u53ef\u4ee5\u627e\u5230\u4e00\u4e2a\u975e\u5e38\u641e\u7b11\u7684\u7b97\u6cd5\u8fdb\u884c\u89e3\u51b3\u7684\uff0c\u4f46\u662f\u76f8\u5e94\u7684\uff0c\u5bf9\u4e8e\u57fa\u4e8e\u5927\u6574\u6570\u8d28\u56e0\u6570\u5206\u89e3\u3001\u79bb\u6563\u5bf9\u6570\u95ee\u9898\u7684\u52a0\u5bc6\u9886\u57df\u4f1a\u9020\u6210\u81f4\u547d\u6253\u51fb\uff0c\u56e0\u4e3a\u9ed1\u5ba2\u603b\u4f1a\u627e\u5230\u4e00\u4e2a\u5feb\u901f\u7b97\u6cd5\u8fdb\u884c\u79c1\u94a5\u7684\u7834\u89e3\u6216\u5bc6\u6587\u7684\u53cd\u63a8\u3002 \u800c\u5982\u4eca\u7684\u4e3b\u6d41\u89c2\u70b9\u662f P\u4e0eNP\u4e0d\u7b49\u4ef7\uff0c\u5373\u6211\u4eec\u4e0d\u5f97\u4e0d\u63a5\u53d7\u4e16\u754c\u4e0a\u7684\u5f88\u591a\u96be\u9898\u6839\u672c\u6ca1\u6709\u9ad8\u6548\u7b97\u6cd5\uff0c\u6211\u4eec\u4e0d\u5f97\u4e0d\u53bb\u4e0d\u65ad\u8fd1\u4f3c\uff0c\u4e14\u6c38\u8fdc\u65e0\u6cd5\u627e\u5230\u6700\u4f18\u89e3\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f20\u7edf\u7684 NP \u9a8c\u8bc1\u601d\u8def\u5341\u5206\u7b80\u6d01\uff0c\u53ea\u6709\u4e24\u4e2a\u6b65\u9aa4\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u63d0\u4f9b\u8bc1\u4e66\uff1a\u5bf9\u4e8e\u4e00\u4e2a NP \u95ee\u9898\u7684\u5b9e\u4f8b\uff0c\u5982\u679c\u5b83\u7684\u7b54\u6848\u662f\u201c\u662f\u201d\uff0c\u90a3\u4e48\u5fc5\u987b\u5b58\u5728\u4e00\u4e2a\u7b80\u77ed\u7684\u3001\u80fd\u88ab\u9ad8\u6548\u68c0\u67e5\u7684\u201c\u8bc1\u636e\u201d\uff0c\u8fd9\u4e2a\u8bc1\u636e\u5c31\u662f\u8bc1\u4e66\u3002<\/li>\n\n\n\n<li>\u8fd0\u884c\u9a8c\u8bc1\u7b97\u6cd5\uff1a\u5b58\u5728\u4e00\u4e2a\u786e\u5b9a\u6027\u7684\u7b97\u6cd5\u3002\u8fd9\u4e2a\u7b97\u6cd5\u4ee5\u95ee\u9898\u5b9e\u4f8b\u672c\u8eab\u548c\u5019\u9009\u8bc1\u4e66\u4f5c\u4e3a\u8f93\u5165\u3002\u5982\u679c\u8be5\u8bc1\u4e66\u786e\u5b9e\u662f\u95ee\u9898\u7684\u6709\u6548\u89e3\uff0c\u7b97\u6cd5\u4f1a\u5728\u591a\u9879\u5f0f\u65f6\u95f4\u5185\u8f93\u51fa\u201c\u662f\u201d\uff1b\u5426\u5219\uff0c\u8f93\u51fa\u201c\u5426\u201d\u3002<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f46\u8fd9\u79cd\u9a8c\u8bc1\u601d\u8def\u6709\u4e24\u4e2a\u663e\u8457\u7684\u7f3a\u70b9\uff1a\u8bc1\u4e66\u4fe1\u606f\u9690\u79c1\u6cc4\u9732\u4e0e\u4e00\u6b21\u6027\u88ab\u52a8\u63a5\u53d7\u8bc1\u4e66\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\uff0c\u96f6\u77e5\u8bc6\u8bc1\u660e\u5e94\u8fd0\u800c\u751f\u3002\u96f6\u77e5\u8bc6\u8bc1\u660e\u6982\u5ff5\u6700\u65e9\u5728 1985 \u5e74 \u7684\u8bba\u6587 \u300aThe Knowledge Complexity of Interactive Proof Systems \u300b\u4e2d\u88ab\u6b63\u5f0f\u63d0\u51fa\u548c\u5b9a\u4e49\uff0c\u5e76\u4e8e 1989 \u5e74\u5728 Journal of the ACM \u4e0a\u53d1\u8868\u6700\u7ec8\u7248\u672c\u3002\u5728\u8fd9\u7bc7\u8bba\u6587\u4e2d\uff0c\u4f5c\u8005 Shafi Goldwasser\uff0cSilvio Micali \u548c Charles Rackoff\uff08GMR\uff09\u5f15\u5165\u4e86\u4e24\u4e2a\u9769\u547d\u6027\u7684\u6982\u5ff5\uff1a\u4ea4\u4e92\u5f0f\u8bc1\u660e\u7cfb\u7edf \u548c \u77e5\u8bc6\u590d\u6742\u6027\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f20\u7edf\u7684 NP \u9a8c\u8bc1\u662f\u9759\u6001\u7684\uff0c\u4e00\u6b21\u6027\u7684\uff0c\u88ab\u52a8\u7684\uff0c\u786e\u5b9a\u7684\u3002\u800c\u4ea4\u4e92\u5f0f\u8bc1\u660e\u5219\u662f\u52a8\u6001\u7684\uff0c\u591a\u6b21\u7684\uff0c\u4e3b\u52a8\u7684\uff0c\u6982\u7387\u6027\u7684\u3002\u5728\u8fd9\u4e2a\u7cfb\u7edf\u4e2d\uff0c\u6709\u4e00\u4e2a\u8bc1\u660e\u8005 Prover\uff0cP \u4e0e\u9a8c\u8bc1\u8005 Verifier\uff0cV\uff0cV \u901a\u8fc7\u591a\u6b21\u5411 P \u968f\u673a\u53d1\u51fa\u6311\u6218\uff0c\u6765\u5927\u6982\u7387\u786e\u4fdd P \u662f\u6b63\u786e\u7684\u3002\u903b\u8f91\u662f\u82e5 P \u7684\u547d\u9898\u6b63\u786e\uff0c\u5219\u4efb\u4f55\u6709\u5173\u8be5\u547d\u9898\u7684\u95ee\u9898 P \u90fd\u53ef\u4ee5\u56de\u7b54\uff0c\u82e5 V \u5bf9 P \u63d0\u51fa\u7684\u6240\u6709\u95ee\u9898\u90fd\u88ab\u51c6\u786e\u56de\u7b54\uff0c\u5219 V \u5927\u6982\u7387\u8ba4\u4e3a P \u7684\u547d\u9898\u6b63\u786e\u3002\u4ea4\u4e92\u5f0f\u8bc1\u660e\u7cfb\u7edf\u987b\u5177\u6709\u5b8c\u5907\u6027\u4e0e\u53ef\u9760\u6027\uff0c\u5373\u82e5\u9648\u8ff0\u4e3a\u771f\uff0c\u8bda\u5b9e\u7684 P \u53ef\u4ee5\u901a\u8fc7\u4ea4\u4e92\u4ee5\u6781\u9ad8\u7684\u6982\u7387\u8ba9 V \u63a5\u53d7\uff0c\u82e5\u9648\u8ff0\u4e3a\u5047\uff0c\u5219\u4efb\u4f55 P \u5728\u4ea4\u4e92\u540e\u8ba9 V \u63a5\u53d7\u7684\u6982\u7387\u5fae\u4e4e\u5176\u5fae\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u4f20\u7edf\u7684\u8bc1\u660e\u4e2d\uff0c\u4eba\u4eec\u53ea\u5173\u5fc3\u8bc1\u660e\u662f\u5426\u6709\u6548\uff0c\u903b\u8f91\u662f\u5426\u6b63\u786e\uff0c\u4f46\u662f GMR \u5219\u63d0\u51fa\u4e86\u4e00\u4e2a\u66f4\u6df1\u5c42\u6b21\u7684\u95ee\u9898\uff1a\u5f53\u4e00\u4e2a\u9a8c\u8bc1\u8005\u76f8\u4fe1\u4e00\u4e2a\u9648\u8ff0\u4e3a\u771f\u65f6\uff0c\u4ed6\u9664\u4e86\u8fd9\u4e2a\u4e8c\u8fdb\u5236\u7ed3\u8bba\u5916\uff0c\u8fd8\u4f1a\u989d\u5916\u5b66\u5230\u4ec0\u4e48\u77e5\u8bc6\uff1f\u5373\u8bc1\u660e\u8fc7\u7a0b\u672c\u8eab\u4f1a\u6cc4\u6f0f\u7684\u4fe1\u606f\u91cf\u662f\u591a\u5c11\u3002\u77e5\u8bc6\u590d\u6742\u6027\u5c31\u662f\u88ab\u63d0\u51fa\u6765\u91cf\u5316\u8fd9\u79cd\u4fe1\u606f\u6cc4\u9732\u7684\u5ea6\u91cf\u6807\u51c6\u3002\u503c\u5f97\u6ce8\u610f\uff0c\u77e5\u8bc6\u590d\u6742\u6027\u4e3a\u96f6\u610f\u5473\u7740\u9a8c\u8bc1\u8005\u9664\u4e86\u9648\u8ff0\u7684\u51c6\u786e\u6027\u5916\uff0c\u6ca1\u6709\u5f97\u5230\u4efb\u4f55\u5176\u4ed6\u4fe1\u606f\uff0c\u5373\u96f6\u77e5\u8bc6\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"902\" height=\"602\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/NP-verification.png\" alt=\"NP verification\" class=\"wp-image-3372\" style=\"width:600px\" srcset=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/NP-verification.png 902w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/NP-verification-300x200.png 300w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/NP-verification-768x513.png 768w\" sizes=\"(max-width: 902px) 100vw, 902px\" \/><\/figure>\n<\/div>\n\n\n<h4 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>zk-SNARK \u96f6\u77e5\u8bc6\u7b80\u6d01\u975e\u4ea4\u4e92\u5f0f\u77e5\u8bc6\u8bba\u8bc1<\/strong> <\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">GMR \u63d0\u51fa\u7684\u4ea4\u4e92\u5f0f\u8bc1\u660e\u7cfb\u7edf\u9769\u65b0\u4e86\u4eba\u4eec\u5bf9\u4e8e\u8bc1\u660e\u8fd9\u4e00\u6982\u5ff5\u7684\u8ba4\u77e5\uff0c\u4f46\u662f\u5176\u672c\u8eab\u6709\u7740\u81c3\u80bf\u7684\u7f3a\u9677\uff1a\u4ea4\u4e92\u5f0f\u9700\u8981 P \u4e0e V \u65f6\u523b\u5728\u7ebf\u4e0d\u505c\u4f20\u8f93\u4fe1\u606f\uff0c\u4e14\u8bc1\u660e\u8fc7\u7a0b\u4e0d\u5177\u5907\u91cd\u590d\u6027\uff0c\u65e0\u6cd5\u8fdb\u884c\u6709\u6548\u7684\u5927\u8303\u56f4\u5e7f\u64ad\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9488\u5bf9\u8fd9\u4e9b\u7f3a\u9677\uff0cBlum\u3001Feldman \u548c Micali\uff08BFM\uff09 \u63d0\u51fa\u4e00\u79cd\u731c\u60f3\uff1a \u80fd\u5426\u7528\u4e00\u79cd\u65b9\u5f0f\u66ff\u4ee3\u201c\u4ea4\u4e92\u201d\uff0c\u8ba9\u8bc1\u660e\u8005\u53ef\u4ee5\u72ec\u7acb\u751f\u6210\u4e00\u4e2a\u5b8c\u6574\u7684\u3001\u4efb\u4f55\u4eba\u90fd\u80fd\u9a8c\u8bc1\u7684\u8bc1\u660e\uff1f\u5e76\u7ed9\u51fa\u4e86\u4e00\u4e2a\u89e3\u51b3\u529e\u6cd5\uff1a\u9700\u8981\u5f15\u5165\u4e00\u4e2a\u4e00\u6b21\u6027\u7684\u3001\u53ef\u4fe1\u7684\u9884\u5148\u8bbe\u7f6e\u9636\u6bb5\u3002\u8fd9\u4e2a\u8bbe\u7f6e\u9636\u6bb5\u4f1a\u751f\u6210\u4e00\u4e2a\u516c\u5171\u53c2\u8003\u5b57\u7b26\u4e32CRS\u3002CRS \u662f\u4e00\u4e32\u968f\u673a\u7684\u3001\u516c\u5f00\u7684\u6bd4\u7279\u4e32\u3002\u5b83\u5728\u4efb\u4f55\u8bc1\u660e\u5f00\u59cb\u4e4b\u524d\u5c31\u5df2\u7ecf\u751f\u6210\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">BFM \u7684\u65b9\u6848\u5de5\u4f5c\u6d41\u7a0b\u5982\u4e0b\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8bbe\u7f6e\u9636\u6bb5\uff1a\u4e00\u4e2a\u53ef\u4fe1\u65b9\u968f\u673a\u751f\u6210\u4e00\u4e2a CRS\uff0c\u5e76\u5c06\u5176\u516c\u5f00\u3002\u8fd9\u4e2a\u6b65\u9aa4\u53ea\u9700\u8fdb\u884c\u4e00\u6b21\u3002<\/li>\n\n\n\n<li>\u8bc1\u660e\u751f\u6210\uff1a\u5f53\u8bc1\u660e\u8005 P \u60f3\u8981\u8bc1\u660e\u67d0\u4e2a\u9648\u8ff0\u65f6\uff0c\u4ed6\u4e0d\u518d\u9700\u8981\u7b49\u5f85\u9a8c\u8bc1\u8005\u7684\u6311\u6218\u3002 \u76f8\u53cd\uff0c\u4ed6\u5c06 CRS \u4f5c\u4e3a\u968f\u673a\u6027\u7684\u6765\u6e90\uff0c\u6765\u6a21\u62df\u9a8c\u8bc1\u8005\u53ef\u80fd\u4f1a\u63d0\u51fa\u7684\u6311\u6218\u3002P \u5229\u7528 CRS \u548c\u81ea\u5df1\u7684\u79d8\u5bc6\u4fe1\u606f\uff0c\u72ec\u7acb\u5730\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5355\u4e00\u7684\u3001\u975e\u4ea4\u4e92\u7684\u8bc1\u660e\u3002<\/li>\n\n\n\n<li>\u8bc1\u660e\u9a8c\u8bc1\uff1a\u4efb\u4f55\u9a8c\u8bc1\u8005 V \u6536\u5230\u8bc1\u660e w \u540e\uff0c\u4f7f\u7528\u540c\u4e00\u4e2a CRS \u6765\u9a8c\u8bc1 w \u7684\u6709\u6548\u6027\u3002\u56e0\u4e3a CRS \u662f\u516c\u5f00\u7684\uff0c\u6240\u4ee5\u4efb\u4f55\u6301\u6709 CRS \u7684\u4eba\u90fd\u53ef\u4ee5\u62c5\u4efb\u9a8c\u8bc1\u8005\u3002<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u5bf9\u4e00\u4e2a\u590d\u6742\u8ba1\u7b97\u8fdb\u884c\u4f20\u7edf\u9a8c\u8bc1\u65f6\uff0c\u9700\u8981\u6d88\u8017\u5927\u91cf\u7684\u65f6\u95f4\u4e0e\u8d44\u6e90\uff0c\u8fd9\u662f\u8fb9\u7f18\u8bbe\u5907\u65e0\u6cd5\u627f\u53d7\u7684\u3002\u56e0\u6b64\uff0c\u4eba\u4eec\u773c\u4e2d\u7684\u7406\u60f3\u9a8c\u8bc1\u72b6\u6001\u662f\u65e0\u8bba\u539f\u59cb\u8ba1\u7b97\u591a\u4e48\u590d\u6742\uff0c\u9a8c\u8bc1\u6240\u9700\u8981\u7684\u65f6\u95f4\u4e0e\u8d44\u6e90\u90fd\u5e94\u8be5\u662f\u5f88\u5c0f\u7684\uff0c\u662f\u7b80\u6d01\u7684\u30021990 \u5e74\u4ee3\uff0c\u6982\u7387\u53ef\u68c0\u67e5\u8bc1\u660e\uff08 PCP\uff09\u88ab\u63d0\u51fa\uff0c\u6838\u5fc3\u601d\u60f3\u662f\u4efb\u4f55\u53ef\u4ee5\u5728\u591a\u9879\u5f0f\u65f6\u95f4\u5185\u9a8c\u8bc1\u7684\u6570\u5b66\u8bc1\u660e\uff08\u5373 NP \u95ee\u9898\uff09\uff0c\u90fd\u53ef\u4ee5\u88ab\u8f6c\u5316\u4e3a\u4e00\u79cd\u7279\u6b8a\u7684\u7f16\u7801\u5f62\u5f0f\u3002\u9a8c\u8bc1\u8005\u65e0\u9700\u9605\u8bfb\u6574\u4e2a\u8bc1\u660e\uff0c\u53ea\u9700\u4ece\u8fd9\u4e2a\u7f16\u7801\u540e\u7684\u8bc1\u660e\u4e2d\u968f\u673a\u62bd\u67e5\u6781\u5c11\u6570\u51e0\u4e2a\u6bd4\u7279\uff0c\u5c31\u80fd\u4ee5\u6781\u9ad8\u7684\u6982\u7387\u5224\u65ad\u6574\u4e2a\u8bc1\u660e\u7684\u6b63\u786e\u6027\u3002\u8be5\u5b9a\u7406\u65e0\u6bd4\u5f3a\u5927\uff0c\u8bc1\u660e\u4e86\u5b58\u5728\u4e00\u79cd\u65b9\u6cd5\uff0c\u4f7f\u5f97\u9a8c\u8bc1\u5de5\u4f5c\u91cf\u4e0e\u8ba1\u7b97\u89c4\u6a21\u57fa\u672c\u65e0\u5173\uff0c\u800c\u8fd9\u6b63\u662f\u4eba\u4eec\u5bf9\u4e8e\u9a8c\u8bc1\u7684\u7b80\u6d01\u6027\u7684\u8ffd\u6c42\u76ee\u6807\u3002\u5c3d\u7ba1 PCP \u4e0e BFM \u7684\u63d0\u51fa\u662f\u8fdb\u6b65\u6027\u7684\uff0c\u4f46\u662f\u7531\u4e8e\u5f53\u65f6\u65f6\u4ee3\u7684\u6280\u672f\u9650\u5236\uff0c\u4ee5\u53ca\u4ecd\u6ca1\u6709\u76f8\u5bf9\u6210\u719f\u7684\u5bc6\u7801\u5b66\u5de5\u5177\u4e0e\u4e4b\u7ed3\u5408\uff0c\u6545\u53ea\u662f\u505c\u7559\u5728\u7406\u8bba\u5c42\u9762\uff0c\u8ddd\u79bb\u5b9e\u9645\u5e94\u7528\u8fd8\u5f88\u9065\u8fdc\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"902\" height=\"602\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/zk-SNARK-Zero-Knowledge-Succinct-Non-Interactive-Argument-of-Knowledge.png\" alt=\"zk-SNARK Zero-Knowledge Succinct Non-Interactive Argument of Knowledge\" class=\"wp-image-3373\" style=\"width:600px\" srcset=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/zk-SNARK-Zero-Knowledge-Succinct-Non-Interactive-Argument-of-Knowledge.png 902w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/zk-SNARK-Zero-Knowledge-Succinct-Non-Interactive-Argument-of-Knowledge-300x200.png 300w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/zk-SNARK-Zero-Knowledge-Succinct-Non-Interactive-Argument-of-Knowledge-768x513.png 768w\" sizes=\"(max-width: 902px) 100vw, 902px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">2012 \u5e74\uff0c\u7b2c\u4e00\u4e2a\u73b0\u5b9e\u4e2d\u771f\u6b63\u5b9e\u73b0\u7684 zk-SNARK \u88ab\u63d0\u51fa\uff0c\u5373 Pinocchio \u534f\u8bae\u3002\u8fd9\u662f\u4e00\u4e2a\u5212\u65f6\u4ee3\u7684\u7a81\u7834\u3002Pinocchio \u534f\u8bae\u63d0\u4f9b\u4e86\u4e00\u4e2a\u9ad8\u6548\u7684\u7f16\u8bd1\u5668\uff0c\u53ef\u4ee5\u5c06\u4e00\u6bb5 C \u4ee3\u7801\u8f6c\u6362\u6210 zk-SNARK \u6240\u9700\u7684\u7535\u8def\u548c\u53c2\u6570\u3002\u5b83\u9996\u6b21\u8bc1\u660e\u4e86 zk-SNARK \u53ef\u4ee5\u7528\u4e8e\u9a8c\u8bc1\u73b0\u5b9e\u4e16\u754c\u7684\u8ba1\u7b97\uff0c\u867d\u7136\u901f\u5ea6\u8fd8\u5f88\u6162\uff0c\u4f46\u5df2\u7ecf\u4ece\u4e00\u4e2a\u7406\u8bba\u6982\u5ff5\u53d8\u6210\u4e86\u4e00\u4e2a\u53ef\u5de5\u4f5c\u7684\u539f\u578b\u3002\u540c\u671f\uff0c\u53e6\u4e00\u9879\u72ec\u7acb\u5de5\u4f5c GGPR \u4e5f\u88ab\u63d0\u51fa\uff0c\u7531\u7531 Rosario Gennaro\uff0cCraig Gentry\uff0cBryan Parno\uff0cMariana Raykova \u63d0\u51fa\u7684 Quadratic Span Programs \uff08QSP\uff09 \u548c Quadratic Arithmetic Programs \uff08QAP\uff09 \u6210\u4e3a\u4e86\u5927\u591a\u6570\u540e\u7eed zk-SNARK \u7cfb\u7edf\u7684\u6838\u5fc3\u6280\u672f\u57fa\u7840\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0b\u9762\u5bf9\u8fd9\u4e24\u9879\u5de5\u4f5c\u8fdb\u884c\u5206\u522b\u4ecb\u7ecd<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">QSP \u4e0e QAP \u7684\u76ee\u7684\u90fd\u662f\u5c06\u4e0d\u540c\u7684\u8ba1\u7b97\u95ee\u9898\u8f6c\u5316\u4e3a\u591a\u9879\u5f0f\u95ee\u9898\uff0c\u4f46\u4f5c\u4e3a QSP \u7684\u6539\u8fdb\u7248\uff0cQAP \u66f4\u52a0\u7b80\u6d01\uff0c\u66f4\u52a0\u89c4\u8303\uff0c\u5e94\u7528\u8303\u56f4\u4e5f\u66f4\u52a0\u5e7f\u6cdb\uff0c\u6545\u6211\u4eec\u53ea\u4f1a\u805a\u7126\u4e8e QAP\u3002QAP \u6709\u4e00\u4e2a\u8f83\u5f3a\u7684\u5047\u8bbe\uff0c\u5373\u4efb\u4f55\u5728\u786e\u5b9a\u6027\u56fe\u7075\u673a\u4e0a\u53ef\u4ee5\u5728\u4e00\u5b9a\u8ba1\u7b97\u8d44\u6e90\u5185\u89e3\u51b3\u7684\u8ba1\u7b97\u95ee\u9898\uff0c\u90fd\u53ef\u4ee5\u88ab\u8f6c\u5316\u4e3a\u4e00\u4e2a\u7b49\u4ef7\u7684\u3001\u5173\u4e8e\u591a\u9879\u5f0f\u6574\u9664\u6027\u95ee\u9898\u7684\u7b97\u672f\u7535\u8def\u3002\u4e0b\u9762\u4ecb\u7ecd QAP \u7684\u6838\u5fc3\u6d41\u7a0b\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u5c06\u4efb\u610f\u8ba1\u7b97\u5206\u89e3\u4e3a\u6700\u4e3a\u57fa\u672c\u7684\u52a0\u6cd5\u4e0e\u4e58\u6cd5\u64cd\u4f5c<\/li>\n\n\n\n<li>\u6784\u5efa\u7ea6\u675f\u7cfb\u7edf\uff08R1CS\uff09\uff0c\u4e3a\u6bcf\u4e00\u4e2a\u903b\u8f91\u95e8\u5efa\u7acb\u4e00\u7ec4\u4e8c\u6b21\u65b9\u7a0b\u7ea6\u675f\uff0c\u5373<\/li>\n\n\n\n<li>\u4f7f\u7528\u62c9\u683c\u6717\u65e5\u63d2\u503c\u6cd5\uff0c\u5c06 R1CS \u8f6c\u5316\u4e3a\u4e00\u4e2a\u5173\u4e8e\u591a\u9879\u5f0f\u7684\u8fde\u7eed\u7ea6\u675f<\/li>\n\n\n\n<li>\u9a8c\u8bc1\u591a\u9879\u5f0f\u7684\u6b63\u786e\u6027<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u6837\u6211\u4eec\u4fbf\u5c06\u4e00\u4e2a\u8ba1\u7b97\u95ee\u9898\u7684\u8bc1\u660e\u8f6c\u5316\u4e3a\u4e00\u4e2a\u591a\u9879\u5f0f\u95ee\u9898\uff0c\u8bc1\u660e\u8005\u53ea\u9700\u8981\u5411\u9a8c\u8bc1\u8005\u8bc1\u660e\u4ed6\u77e5\u9053\u6700\u7ec8\u6784\u9020\u7684\u591a\u9879\u5f0f\u5373\u53ef\u5b8c\u6210\u8bc1\u660e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728 QAP \u7684\u7406\u8bba\u57fa\u7840\u4e0a\uff0c\u4eba\u4eec\u6784\u5efa\u4e86 Pinocchio \u534f\u8bae\uff0c\u8fd9\u662f\u4e00\u4e2a\u771f\u6b63\u8fd1\u4e4e\u5b9e\u7528\u7684\u53ef\u9a8c\u8bc1\u8ba1\u7b97\u7cfb\u7edf\u3002\u5b83\u4f18\u5316\u4e86\u4e4b\u524d\u7684\u7406\u8bba\u6784\u9020\uff0c\u5e76\u5b9e\u73b0\u4e86\u9996\u4e2a\u9ad8\u6027\u80fd\u7684\u3001\u901a\u7528\u7684 zk-SNARK \u539f\u578b\u7cfb\u7edf\uff0c\u786e\u7acb\u4e86\u73b0\u4ee3 zk-SNARK \u7684\u57fa\u672c\u8303\u5f0f\u30022016 \u5e74 10 \u6708\uff0c\u52a0\u5bc6\u8d27\u5e01 Zcash\u63a8\u51fa\uff0c\u901a\u8fc7\u4f7f\u7528 zk-SNARKs\uff0cZcash \u53ef\u4ee5\u505a\u5230\u53ef\u4ee5\u50cf\u6bd4\u7279\u5e01\u4e00\u6837\u662f\u516c\u5f00\u7684\uff0c\u4e5f\u53ef\u4ee5\u662f\u5c4f\u853d\u7684\uff0c\u5373\u9690\u85cf\u53d1\u9001\u65b9\u3001\u63a5\u6536\u65b9\u548c\u4ea4\u6613\u91d1\u989d\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"902\" height=\"602\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Quadratic-Arithmetic-Programs-QAP.png\" alt=\"Quadratic Arithmetic Programs (QAP)\" class=\"wp-image-3374\" style=\"width:600px\" srcset=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Quadratic-Arithmetic-Programs-QAP.png 902w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Quadratic-Arithmetic-Programs-QAP-300x200.png 300w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Quadratic-Arithmetic-Programs-QAP-768x513.png 768w\" sizes=\"(max-width: 902px) 100vw, 902px\" \/><\/figure>\n<\/div>\n\n\n<h4 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>zk-STARK \u96f6\u77e5\u8bc6\u53ef\u6269\u5c55\u900f\u660e\u77e5\u8bc6\u8bba\u8bc1<\/strong> <\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c3d\u7ba1 Zcash \u53d6\u5f97\u4e86\u5f88\u5927\u7684\u6210\u5c31\uff0c\u4f46\u662f\u4e5f\u66b4\u9732\u51fa zk-SNARK \u5b58\u5728\u7684\u4e00\u4e9b\u95ee\u9898\uff1a\u9700\u8981\u53ef\u4fe1\u8bbe\u7f6e\uff0c\u53ef\u6269\u5c55\u6027\u5dee\uff0c\u4e0d\u6297\u91cf\u5b50\u8ba1\u7b97\u7b49\u3002\u56e0\u6b64\uff0c\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e00\u7cfb\u5217\u95ee\u9898\uff0c2018 \u5e74\uff0cEli Ben-Sasson \u7b49\u4eba\u5728\u8bba\u6587\u300aScalable\uff0cTransparent\uff0cand Post-Quantum Secure Computational Integrity\u300b\u4e2d\u5b9a\u4e49\u4e86\u4e00\u79cd\u5168\u65b0\u7684\u96f6\u77e5\u8bc6\u8bc1\u660e\u6784\u9020 zk-STARK \u96f6\u77e5\u8bc6\u53ef\u6269\u5c55\u900f\u660e\u77e5\u8bc6\u8bba\u8bc1\uff0c\u5176\u5168\u79f0\u4e2d\u7684\u4e09\u4e2a\u8bcd\u6b63\u597d\u5bf9\u5e94\u4e86\u4e09\u5927\u521b\u65b0\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u900f\u660e &#8211; \u5982\u4f55\u6d88\u9664\u53ef\u4fe1\u8bbe\u7f6e\uff1f<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u6280\u672f\u6838\u5fc3\uff1a\u4f7f\u7528\u516c\u5171\u968f\u673a\u6e90\uff08\u54c8\u5e0c\u51fd\u6570\uff09\u4ee3\u66ff\u53ef\u4fe1\u8bbe\u7f6e<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>zk-SNARK \u7684\u95ee\u9898\uff1a\u5176\u5b89\u5168\u6027\u4f9d\u8d56\u4e8e\u5728\u53ef\u4fe1\u8bbe\u7f6e\u4e2d\u751f\u6210\u7684\u7ed3\u6784\u5316\u516c\u5171\u53c2\u8003\u5b57\u7b26\u4e32\u3002\u8fd9\u4e2a\u5b57\u7b26\u4e32\u5982\u679c\u88ab\u53c2\u4e0e\u8005\u6cc4\u9732\uff0c\u5c31\u53ef\u4ee5\u7528\u6765\u4f2a\u9020\u8bc1\u660e\u3002<\/li>\n\n\n\n<li>zk-STARK \u7684\u89e3\u51b3\u65b9\u6848\uff1a<\/li>\n\n\n\n<li>\u5b8c\u5168\u6452\u5f03\u692d\u5706\u66f2\u7ebf\u914d\u5bf9\u548c\u7ed3\u6784\u5316\u53c2\u8003\u5b57\u7b26\u4e32\u3002<\/li>\n\n\n\n<li>\u4f7f\u7528\u6297\u78b0\u649e\u54c8\u5e0c\u51fd\u6570\uff08\u5982 SHA-256\uff09\u4f5c\u4e3a\u552f\u4e00\u7684\u5bc6\u7801\u5b66\u539f\u8bed\u3002<\/li>\n\n\n\n<li>\u7cfb\u7edf\u7684\u6240\u6709\u516c\u5171\u53c2\u6570\uff08\u7279\u522b\u662f\u7528\u4e8e\u67e5\u8be2\u7684\u201c\u968f\u673a\u6027\u201d\uff09\u90fd\u662f\u5728\u8bc1\u660e\u751f\u6210\u8fc7\u7a0b\u4e2d\uff0c\u7531\u9a8c\u8bc1\u8005\u7684\u6311\u6218\u548c\u54c8\u5e0c\u51fd\u6570\u516c\u5f00\u5730\u3001\u53ef\u91cd\u590d\u5730\u884d\u751f\u51fa\u6765\u7684\u3002\u4e0d\u9700\u8981\u4efb\u4f55\u9884\u5148\u7684\u79d8\u5bc6\u8bbe\u7f6e\u9636\u6bb5\u3002<\/li>\n\n\n\n<li>\u53ef\u6269\u5c55 &#8211; \u5982\u4f55\u5b9e\u73b0\u5bf9\u6570\u7ea7\u9a8c\u8bc1\u6548\u7387\uff1f<\/li>\n\n\n\n<li>\u5c06\u8ba1\u7b97\u95ee\u9898\u4ee3\u6570\u5316\uff08AIR\uff09<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u9996\u5148\uff0c\u8bba\u6587\u5f15\u5165\u4e86\u4e00\u79cd\u79f0\u4e3a\u4ee3\u6570\u4e2d\u95f4\u8868\u793a\u7684\u65b9\u6cd5\u3002\u5b83\u5c06\u9700\u8981\u8bc1\u660e\u7684\u8ba1\u7b97\u7f16\u7801\u4e3a\u4e00\u7ec4\u591a\u9879\u5f0f\u7ea6\u675f\u3002\u8fd9\u4e9b\u7ea6\u675f\u63cf\u8ff0\u4e86\u5728\u8ba1\u7b97\u7684\u6bcf\u4e00\u6b65\uff0c\u7a0b\u5e8f\u7684\u72b6\u6001\u5fc5\u987b\u6ee1\u8db3\u7684\u6570\u5b66\u5173\u7cfb\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f7f\u7528 FRI \u534f\u8bae\u8fdb\u884c\u9ad8\u6548\u9a8c\u8bc1<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u662f\u5b9e\u73b0\u201c\u53ef\u6269\u5c55\u6027\u201d \u7684\u5173\u952e\u3002FRI \u534f\u8bae\u7528\u4e8e\u8bc1\u660e\u4e00\u4e2a\u51fd\u6570\u786e\u5b9e\u662f\u4e00\u4e2a\u201c\u4f4e\u6b21\u591a\u9879\u5f0f\u201d\u3002\u6574\u4e2a\u8fc7\u7a0b\u53ef\u4ee5\u7b80\u5316\u4e3a\u4e00\u4e2a\u591a\u6b21\u4ea4\u4e92\u7684\u201c\u6311\u6218-\u54cd\u5e94\u201d\u8fc7\u7a0b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u77e5\u8bc6\u8bba\u8bc1 &#8211; \u5b89\u5168\u6027\u5982\u4f55\u4fdd\u8bc1\uff1f<\/li>\n\n\n\n<li>\u201c\u77e5\u8bc6\u8bba\u8bc1\u201d\u7684\u542b\u4e49\uff1a\u5728\u5bc6\u7801\u5b66\u4e2d\uff0c\u201c\u8bba\u8bc1\u201d\u901a\u5e38\u6307 computationally sound \u7684\u8bc1\u660e\uff0c\u5373\u5b89\u5168\u6027\u4f9d\u8d56\u4e8e\u8ba1\u7b97\u56f0\u96be\u6027\u5047\u8bbe\u3002\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662f information-theoretically sound \u7684\u201c\u8bc1\u660e\u201d\uff0c\u540e\u8005\u662f\u65e0\u6761\u4ef6\u5b89\u5168\u7684\u3002<\/li>\n\n\n\n<li>zk-STARK \u7684\u5b89\u5168\u6a21\u578b\uff1a<\/li>\n\n\n\n<li>\u5b83\u7684\u5b89\u5168\u6027\u662f\u57fa\u4e8e\u54c8\u5e0c\u51fd\u6570\u6297\u78b0\u649e\u8fd9\u4e00\u8ba1\u7b97\u56f0\u96be\u6027\u5047\u8bbe\u7684\u3002<\/li>\n\n\n\n<li>\u5b83\u662f\u4e00\u4e2a\u201c\u77e5\u8bc6\u201d\u8bba\u8bc1\uff0c\u610f\u5473\u7740\u5982\u679c\u8bc1\u660e\u8005\u786e\u5b9e\u77e5\u9053\u6ee1\u8db3\u6761\u4ef6\u7684\u201c\u8bc1\u636e\u201d\uff0c\u90a3\u4e48\u9a8c\u8bc1\u8005\u4f1a\u63a5\u53d7\u8bc1\u660e\uff1b\u5982\u679c\u8bc1\u660e\u8005\u4e0d\u77e5\u9053\uff0c\u4ed6\u6210\u529f\u4f2a\u9020\u8bc1\u660e\u7684\u6982\u7387\u6781\u4f4e\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u540c\u5e74\uff0cEli Ben-Sasson \u7b49\u4eba\u521b\u5efa\u516c\u53f8 StarkWare\uff0c\u5c06 zk-STARK \u6280\u672f\u5546\u4e1a\u5316\uff0c\u7814\u53d1\u65b0\u7684\u7f16\u7a0b\u8bed\u8a00 Cairo\uff0c\u5e76\u53d1\u5c55\u4e86\u4e24\u4e2a\u6838\u5fc3\u4ea7\u54c1 StarkEx \u4ee5\u53ca StarkNet\uff0c\u5e76\u53d1\u884c STRK \u4ee3\u5e01\u3002\u5728 2022 \u5e74 7 \u6708\u5b8c\u6210 D \u8f6e\u878d\u8d44\u540e\uff0cStarkWare \u7684\u4f30\u503c\u8fbe\u5230\u4e86 80 \u4ebf\u7f8e\u5143\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u7136\uff0czk-STARK \u4e5f\u6709\u81ea\u8eab\u7684\u95ee\u9898\uff0c\u4e3a\u4e86\u5b9e\u73b0\u201c\u900f\u660e\u6027\u201d\uff08\u65e0\u9700\u53ef\u4fe1\u8bbe\u7f6e\uff09\uff0czk-STARK \u4f9d\u8d56\u4e8e\u54c8\u5e0c\u51fd\u6570\u548c\u9ed8\u514b\u5c14\u6811\u7b49\u5bc6\u7801\u5b66\u539f\u4ef6\uff0c\u5176\u4ea4\u4e92\u5f0f\u8bc1\u660e\u8fc7\u7a0b\u4ea7\u751f\u7684\u6570\u636e\u91cf\u66f4\u5927\uff0c\u751f\u6210\u7684\u8bc1\u660e\u6587\u4ef6\u5927\u5c0f\u901a\u5e38\u5728\u51e0\u767e KB \u7ea7\u522b\uff0c\u76f8\u6bd4 zk-SNARKs \u7684\u8bc1\u660e\uff08\u901a\u5e38\u53ea\u6709\u51e0\u767e\u5b57\u8282\uff09\u8981\u5927\u5f97\u591a\u3002\u8fd9\u4e25\u91cd\u5f71\u54cd\u4e86\u5728\u94fe\u4e0a\u7684\u4ea4\u6613\u6210\u672c\u4ee5\u53ca\u4f20\u8f93\u5f00\u9500\u3002\u6b64\u5916\uff0c\u7531\u4e8e\u8bc1\u660e\u751f\u6210\u8fc7\u7a0b\u6d89\u53ca\u590d\u6742\u7684\u6570\u5b66\u8fd0\u7b97\uff0c \u8ba1\u7b97\u590d\u6742\u5ea6\u5f88\u9ad8\uff0c\u6545\u751f\u6210\u4e00\u4e2a zk-STARK \u8bc1\u660e\u9700\u8981\u5927\u91cf\u7684\u8ba1\u7b97\u8d44\u6e90\uff0c\u8fd9\u53d8\u76f8\u63d0\u9ad8\u4e86\u7528\u6237\u7684\u4f7f\u7528\u95e8\u69db\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b64\u5916\uff0c\u6211\u4eec\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c \u65e0\u8bba\u662fZcash\u8fd8\u662fStarkNet\uff0c\u5b83\u4eec\u90fd\u662f\u57fa\u4e8e\u96f6\u77e5\u8bc6\u8bc1\u660e\u6280\u672f\uff0c\u4f46\u662f\u96f6\u77e5\u8bc6\u8bc1\u660e\u53ea\u80fd\u4fdd\u8bc1\u4ea4\u6613\u7684\u9690\u79c1\u6027\uff0c\u5728\u79c1\u94a5\u7684\u7ba1\u7406\uff0c\u8d44\u4ea7\u7684\u914d\u7f6e\uff0c\u53d1\u751f\u610f\u5916\u540e\u8fdb\u884c\u6062\u590d\u7b49\u95ee\u9898\u4e0a\u5176\u5b9e\u5e76\u6ca1\u6709\u4e00\u4e2a\u826f\u597d\u7684\u89e3\u51b3\u65b9\u6848\u3002ZKP\u672c\u8eab\u7684\u7f3a\u9677\u610f\u5473\u7740\u6211\u4eec\u5fc5\u987b\u4f7f\u7528\u5176\u4ed6\u6280\u672f\u4e0eZKP\u8fdb\u884c\u7ed3\u5408\uff0c\u6765\u5f25\u8865\u81ea\u8eab\u7684\u4e0d\u8db3\u3002\u5e78\u8fd0\u7684\u662f\uff0cMPC\u6070\u597d\u53ef\u4ee5\u7ed9\u51fa\u4e00\u4e2a\u8fd1\u4e4e\u5b8c\u7f8e\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u5e76\u4e14\u5728\u4e0eZKP\u7684\u7ed3\u5408\u8fc7\u7a0b\u4e2d\u5e76\u4e0d\u9700\u8981\u4ed8\u51fa\u5f88\u5927\u7684\u4ee3\u4ef7\u3002\u56e0\u6b64\uff0c\u4e0eMPC\u8fdb\u884c\u7ed3\u5408\u662fZKP\u5fc5\u987b\u8981\u8d70\u7684\u9053\u8def\uff0c\u6211\u4eec\u4e5f\u4f1a\u5728\u540e\u6587\u8fdb\u4e00\u6b65\u7684\u4ecb\u7ecdMPC\u7684\u76f8\u5173\u77e5\u8bc6\uff0c\u5e76\u7ed9\u51fa\u7ed3\u5408\u7684\u5177\u4f53\u65b9\u6848\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"902\" height=\"602\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/zk-STARK-zk-SNARK.png\" alt=\"zk-STARK &amp; zk-SNARK\" class=\"wp-image-3375\" style=\"width:600px\" srcset=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/zk-STARK-zk-SNARK.png 902w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/zk-STARK-zk-SNARK-300x200.png 300w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/zk-STARK-zk-SNARK-768x513.png 768w\" sizes=\"(max-width: 902px) 100vw, 902px\" \/><\/figure>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><strong>\u6df7\u5e01\u5668 &amp; \u73af\u7b7e\u540d\uff08Mixers, Ring Signatures\uff09<\/strong> <\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u8a00\u4ee5\u853d\u4e4b\uff0c\u6df7\u5e01\u5668\u5c06\u8d44\u4ea7\u533f\u540d\uff0c\u6df7\u6dc6\u94b1\u7684\u6765\u6e90\uff0c\u73af\u7b7e\u540d\u5c06\u4ea4\u6613\u53d1\u9001\u65b9\u533f\u540d\uff0c\u6df7\u6dc6\u771f\u5b9e\u7684\u7b7e\u540d\u8005\uff0c\u4f46\u662f\u4e8c\u8005\u7684\u5b9e\u73b0\u65b9\u5f0f\u622a\u7136\u4e0d\u540c\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u6df7\u5e01\u5668<\/strong> <\/h4>\n\n\n\n<ol style=\"list-style-type:lower-alpha\" class=\"wp-block-list\">\n<li><strong>\u5b58\u6b3e\uff08\u627f\u8bfa\uff09<\/strong><br>\u7528\u6237\u751f\u6210\u4e00\u4e2a\u79d8\u5bc6 s\uff0c\u5e76\u8ba1\u7b97\u5176\u54c8\u5e0c\u503c commitment = Hash(s)\u3002<br>\u5c06\u8d44\u91d1\u4e0e commitment \u4e00\u540c\u5b58\u5165\u5408\u7ea6\u3002\u5408\u7ea6\u516c\u5f00\u8bb0\u5f55 commitment\u3002<\/li>\n\n\n\n<li><strong>\u7b49\u5f85\uff08\u6df7\u5408\uff09<\/strong><br>\u7528\u6237\u7b49\u5f85\u5176\u4ed6\u7528\u6237\u5b58\u6b3e\uff0c\u4ee5\u5c06\u81ea\u5df1\u7684\u4ea4\u6613\u6df7\u5165\u4e00\u4e2a\u5927\u7684\u201c\u533f\u540d\u96c6\u201d\u4e2d\u3002<\/li>\n\n\n\n<li><strong>\u63d0\u6b3e\uff08\u8bc1\u660e\uff09<\/strong><br>\u7528\u6237\u60f3\u5c06\u8d44\u91d1\u63d0\u5230\u4e00\u4e2a\u65b0\u5730\u5740\u3002<br>\u5979\u751f\u6210\u4e00\u4e2a<strong>\u96f6\u77e5\u8bc6\u8bc1\u660e<\/strong>\uff0c\u5411\u5408\u7ea6\u8bc1\u660e\uff1a\u201c\u6211\u77e5\u9053\u5217\u8868\u4e2d\u67d0\u4e2a commitment \u5bf9\u5e94\u7684\u79d8\u5bc6 s\uff0c\u4e14\u672a\u91cd\u590d\u82b1\u8d39\u201d\u3002<br>\u540c\u65f6\uff0c\u5979\u516c\u5f00 nullifier = Hash(s)\uff08\u4e0e\u5b58\u6b3e\u51ed\u8bc1\u76f8\u540c\uff09\u4ee5\u9632\u6b62\u53cc\u82b1\u3002<\/li>\n\n\n\n<li><strong>\u9a8c\u8bc1\u4e0e\u53d1\u653e<\/strong><br>\u5408\u7ea6\u9a8c\u8bc1\u96f6\u77e5\u8bc6\u8bc1\u660e\u7684\u6709\u6548\u6027\uff0c\u5e76\u68c0\u67e5 nullifier \u662f\u5426\u672a\u88ab\u4f7f\u7528\u3002<br>\u9a8c\u8bc1\u901a\u8fc7\u540e\uff0c\u5408\u7ea6\u5c06\u8d44\u91d1\u53d1\u9001\u5230\u7528\u6237\u6307\u5b9a\u7684\u65b0\u5730\u5740\uff0c\u5e76\u6807\u8bb0\u8be5 nullifier \u4e3a\u5df2\u4f7f\u7528\u3002<\/li>\n<\/ol>\n\n\n\n<h4 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u73af\u7b7e\u540d<\/strong> <\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e3a\u4e86\u89e3\u51b3\u533f\u540d\u6cc4\u6f0f\u7684\u95ee\u9898\uff0c2001 \u5e74\uff0cRonald Rivest\uff0cAdi Shamir \u548c Yael Tauman \u5171\u540c\u63d0\u51fa\u73af\u7b7e\u540d\u7684\u6982\u5ff5\u3002\u5e76\u5728\u968f\u540e\u7684\u51e0\u5e74\u65f6\u95f4\u4e2d\u8fc5\u901f\u53d1\u5c55\uff0c\u884d\u751f\u51fa\u591a\u79cd\u53d8\u4f53\u6765\u5e94\u7528\u4e8e\u4e0d\u540c\u73af\u5883\uff0c\u5982\u53ef\u94fe\u63a5\u73af\u7b7e\u540d\uff0c\u9608\u503c\u73af\u7b7e\u540d\uff0c\u4ee5\u53ca\u53ef\u8ffd\u6eaf\u73af\u7b7e\u540d\u7b49\u3002\u53ef\u94fe\u63a5\u73af\u7b7e\u540d\u53ef\u4ee5\u9632\u6b62\u540c\u4e00\u79c1\u94a5\u5728\u73af\u5185\u91cd\u590d\u7b7e\u540d\uff0c\u4e3b\u8981\u7528\u4e8e\u9632\u6b62\u6570\u5b57\u8d27\u5e01\u53cc\u82b1\uff0c\u5982\u95e8\u7f57\u5e01\uff0c\u53ef\u8ffd\u6eaf\u73af\u7b7e\u540d\u53ef\u5728\u7279\u5b9a\u6761\u4ef6\u4e0b\u63ed\u6653\u7b7e\u540d\u8005\uff0c\u4e3b\u8981\u7528\u4e8e\u9700\u8981\u95ee\u8d23\u7684\u533f\u540d\u7cfb\u7edf\uff0c\u9608\u503c\u73af\u7b7e\u540d\u5219\u9700\u8981\u591a\u4eba\u5408\u4f5c\u624d\u80fd\u751f\u6210\u7b7e\u540d\uff0c\u4e3b\u8981\u7528\u4e8e\u533f\u540d\u534f\u540c\u6388\u6743\u7b49\u573a\u666f\u3002\u57fa\u7840\u7684\u73af\u7b7e\u540d\u4f9d\u636e\u5b9e\u73b0\u65b9\u5f0f\uff0c\u53ef\u4ee5\u57fa\u672c\u5206\u4e3a RSA \u4e0e\u692d\u5706\u66f2\u7ebf\u4e24\u7c7b\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"902\" height=\"602\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Ring-Signatures.png\" alt=\"Ring Signatures\" class=\"wp-image-3376\" style=\"width:600px\" srcset=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Ring-Signatures.png 902w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Ring-Signatures-300x200.png 300w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Ring-Signatures-768x513.png 768w\" sizes=\"(max-width: 902px) 100vw, 902px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u4e0b\u9762\u4ecb\u7ecd\u4e00\u4e2a\u5178\u578b\u7684\u57fa\u4e8e\u692d\u5706\u66f2\u7ebf\u7684\u73af\u7b7e\u540d\u65b9\u6848\uff08SAG \u8303\u5f0f\uff09\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a>1. <strong>\u5bc6\u94a5\u955c\u50cf<\/strong> <\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u5b9e\u7b7e\u540d\u8005\uff08\u7d22\u5f15\u4e3a ( s )\uff09\u4f7f\u7528\u5176\u79c1\u94a5 ( x_s ) \u8ba1\u7b97\u5bc6\u94a5\u955c\u50cf ( I )\uff1a<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"198\" height=\"30\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/The-actual-signer-indexed-as-s-computes-the-key-image-I-using-their-private-key-x_s-.png\" alt=\"The actual signer (indexed as ( s )) computes the key image ( I ) using their private key ( x_s )\" class=\"wp-image-3377\"\/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u5176\u4e2d ( H_p(\\cdot) ) \u662f\u4e00\u4e2a\u54c8\u5e0c\u51fd\u6570\uff0c\u5c06\u8f93\u5165\u6620\u5c04\u5230\u692d\u5706\u66f2\u7ebf\u4e0a\u7684\u4e00\u4e2a\u70b9\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a>2. <strong>\u521d\u59cb\u5316\u4e0e\u6311\u6218\u94fe\u8d77\u59cb<\/strong> <\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b7e\u540d\u8005\u9009\u62e9\u4e00\u4e2a\u968f\u673a\u6570 ( \\alpha ) \u4f5c\u4e3a\u79cd\u5b50\uff0c\u5e76\u8ba1\u7b97\u521d\u59cb\u627f\u8bfa\uff1a<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"282\" height=\"30\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/The-signer-selects-a-random-seed-\u03b1-and-computes-the-initial-commitment.png\" alt=\"The signer selects a random seed (\u03b1) and computes the initial commitment\" class=\"wp-image-3378\"\/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u5176\u4e2d ( H ) \u662f\u8f93\u51fa\u4e3a\u6807\u91cf\u7684\u54c8\u5e0c\u51fd\u6570\uff0c( G ) \u662f\u692d\u5706\u66f2\u7ebf\u7684\u751f\u6210\u5143\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a>3. <strong>\u4e3a\u5176\u4ed6\u6210\u5458\u751f\u6210\u54cd\u5e94\uff08\u6a21\u62df\uff09<\/strong> <\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u6240\u6709 ( i \\neq s ) \u7684\u4f4d\u7f6e\uff08\u5373\u975e\u771f\u5b9e\u7b7e\u540d\u8005\uff09\uff0c\u7b7e\u540d\u8005\u968f\u673a\u751f\u6210 ( r_i )\uff0c\u5e76\u8ba1\u7b97\uff1a<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"252\" height=\"26\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/For-all-positions-i-\u2260-s-i.e.-non-authentic-signers-the-signer-randomly-generates-r_i-and-computes.png\" alt=\"For all positions (i \u2260 s) (i.e., non-authentic signers), the signer randomly generates (r_i) and computes\" class=\"wp-image-3379\"\/><\/figure>\n<\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"248\" height=\"30\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Generating-Responses-for-Other-Members-Simulation.png\" alt=\"Generating Responses for Other Members (Simulation)\" class=\"wp-image-3380\"\/><\/figure>\n<\/div>\n\n\n<h5 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a>4. <strong>\u4e3a\u771f\u5b9e\u7b7e\u540d\u8005\u751f\u6210\u54cd\u5e94\uff08\u95ed\u5408\u73af\uff09<\/strong> <\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u771f\u5b9e\u7b7e\u540d\u8005\u81ea\u5df1\u7684\u4f4d\u7f6e ( s )\uff0c\u4ed6\u5229\u7528\u79c1\u94a5 ( x_s ) \u8ba1\u7b97\u54cd\u5e94 ( r_s )\uff0c\u4f7f\u5f97\u73af\u95ed\u5408\uff1a<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"308\" height=\"26\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Generating-Responses-for-the-Actual-Signer-Closing-the-Loop.png\" alt=\"Generating Responses for the Actual Signer (Closing the Loop)\" class=\"wp-image-3381\" srcset=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Generating-Responses-for-the-Actual-Signer-Closing-the-Loop.png 308w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Generating-Responses-for-the-Actual-Signer-Closing-the-Loop-300x25.png 300w\" sizes=\"(max-width: 308px) 100vw, 308px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u5176\u4e2d ( l ) \u662f\u692d\u5706\u66f2\u7ebf\u7fa4\u7684\u9636\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a>5. <strong>\u9a8c\u8bc1\u8fc7\u7a0b<\/strong> <\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\u9a8c\u8bc1\u8005\u4f7f\u7528\u7b7e\u540d\u4e2d\u7684 ( c_1 ) \u548c ( r_i ) \u5e8f\u5217\uff0c\u5bf9\u6240\u6709 ( i = 1 ) \u5230 ( n ) \u91cd\u65b0\u8ba1\u7b97\uff1a<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"252\" height=\"26\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/The-verifier-uses-the-sequence-c\u2081-and-r_i-from-the-signature-to-recalculate-for-all-i-1-to-n.png\" alt=\"The verifier uses the sequence (c\u2081) and (r_i) from the signature to recalculate for all (i = 1) to (n)\" class=\"wp-image-3382\"\/><\/figure>\n<\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"248\" height=\"30\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Verification-Process.png\" alt=\"Verification Process\" class=\"wp-image-3383\"\/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u6700\u7ec8\uff0c\u9a8c\u8bc1\u73af\u662f\u5426\u95ed\u5408\uff0c\u5373\u68c0\u67e5\u4e0b\u5f0f\u662f\u5426\u6210\u7acb\uff1a<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"120\" height=\"38\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Finally-verify-whether-the-ring-closes-i.e.-check-if-the-following-equation-holds.png\" alt=\"Finally, verify whether the ring closes, i.e., check if the following equation holds\" class=\"wp-image-3384\"\/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u7b49\u5f0f\u6210\u7acb\uff0c\u5e76\u4e14\u5bc6\u94a5\u955c\u50cf ( I ) \u672a\u88ab\u4f7f\u7528\u8fc7\uff0c\u5219\u7b7e\u540d\u6709\u6548\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u5177\u4f53\u5b9e\u73b0<\/strong> <\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\u6df7\u5e01\u5668\u6700\u4e3a\u51fa\u540d\u7684\u4ee3\u8868\u662f Tornado Cash\uff0c\u73af\u7b7e\u540d\u6700\u4e3a\u51fa\u540d\u7684\u4ee3\u8868\u662f\u95e8\u7f57\u5e01\uff0c\u4e8c\u8005\u90fd\u5177\u6709\u5f3a\u5927\u7684\u533f\u540d\u6027\uff0c\u4f46\u662f\u4e5f\u6b63\u56e0\u5982\u6b64\uff0c\u4e00\u4e9b\u56fd\u5bb6\u7684\u76d1\u7ba1\u673a\u6784\u8981\u6c42\u52a0\u5bc6\u8d27\u5e01\u4ea4\u6613\u6240\u4e0b\u67b6\u95e8\u7f57\u5e01\uff0c\u56e0\u4e3a\u5b83\u96be\u4ee5\u7b26\u5408\u53cd\u6d17\u94b1\u6cd5\u89c4\u7684\u8981\u6c42\u3002\u800c\u5728 2022 \u5e74\uff0c\u7f8e\u56fd\u8d22\u653f\u90e8\u5916\u56fd\u8d44\u4ea7\u63a7\u5236\u529e\u516c\u5ba4\u5c06 Tornado Cash \u667a\u80fd\u5408\u7ea6\u5730\u5740\u5217\u5165\u5236\u88c1\u540d\u5355\uff0c\u7406\u7531\u662f\u5b83\u88ab\u7528\u4e8e\u6e05\u6d17\u6570\u4ebf\u7f8e\u5143\u7684\u9ed1\u5ba2\u8d43\u6b3e\uff0c\u5176\u540e GitHub \u4ee3\u7801\u5e93\u88ab\u5c01\uff0c\u5f00\u53d1\u8005\u88ab\u6355\u3002\u56e0\u6b64\u6df7\u5e01\u5668\u4e0e\u73af\u7b7e\u540d\u867d\u7136\u5f3a\u5927\uff0c\u4f46\u662f\u56e0\u5176\u96be\u4ee5\u8ffd\u8e2a\u7684\u6027\u8d28\uff0c\u9762\u4e34\u7740\u5f3a\u5927\u7684\u76d1\u7ba1\u538b\u529b\u4e0e\u6cd5\u5f8b\u98ce\u9669\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u53ef\u4fe1\u6267\u884c\u73af\u5883\uff08TEE\uff0cIntel SGX\uff09<\/strong> <\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ef\u4fe1\u6267\u884c\u73af\u5883\uff08Trusted Execution Environment\uff0cTEE\uff09\u662f\u4e3a\u4fdd\u62a4\u8ba1\u7b97\u8bbe\u5907\u4e2d\u5b89\u5168\u654f\u611f\u7a0b\u5e8f\u7684\u8fd0\u884c\u5b89\u5168\u800c\u63d0\u51fa\u7684\u4e00\u9879\u6838\u5fc3\u6280\u672f\u3002\u5176\u57fa\u672c\u539f\u7406\u5728\u4e8e\u901a\u8fc7\u5bf9\u786c\u4ef6\u548c\u8f6f\u4ef6\u8fdb\u884c\u4e25\u683c\u7684\u9694\u79bb\uff0c\u4e3a\u654f\u611f\u7a0b\u5e8f\u63d0\u4f9b\u4e00\u4e2a\u4e0e\u901a\u7528\u8ba1\u7b97\u73af\u5883\u5b8c\u5168\u9694\u79bb\u7684\u5b89\u5168\u8fd0\u884c\u73af\u5883\u3002TEE \u6280\u672f\u7684\u8bde\u751f\u65e8\u5728\u89e3\u51b3\u4f20\u7edf\u8ba1\u7b97\u6a21\u578b\u4e2d\uff0c\u64cd\u4f5c\u7cfb\u7edf\u6216\u865a\u62df\u673a\u76d1\u89c6\u5668\u4f5c\u4e3a\u6700\u9ad8\u6743\u9650\u5b9e\u4f53\uff0c\u53ef\u80fd\u6210\u4e3a\u6f5c\u5728\u653b\u51fb\u9762\u7684\u6839\u672c\u6027\u5b89\u5168\u95ee\u9898\u3002BenFen\u94fe\u5728\u9690\u79c1\u652f\u4ed8\u4e2d\u501f\u9274TEE\u786c\u4ef6\u9694\u79bb\u601d\u8def\uff0c\u901a\u8fc7\u94fe\u4e0bMPC\u534f\u540c\u751f\u6210\u52a0\u5bc6\u4ea4\u6613\uff0c\u4ec5\u5c06\u72b6\u6001\u53d8\u66f4\u4e0a\u94fe\uff0c\u540c\u6837\u5b9e\u73b0\u4e86\u654f\u611f\u6570\u636e\u7684\u9694\u79bb\u4fdd\u62a4\uff0c\u907f\u514d\u94fe\u4e0a\u76f4\u63a5\u66b4\u9732\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">TEE \u7684\u6838\u5fc3\u76ee\u6807\u5728\u4e8e\u5b9e\u73b0\u6570\u636e\u673a\u5bc6\u6027\u3001\u5b8c\u6574\u6027\u4ee5\u53ca\u8ba1\u7b97\u8fc7\u7a0b\u7684\u53ef\u4fe1\u6027\u3002\u901a\u8fc7\u5229\u7528\u5904\u7406\u5668\u5185\u7f6e\u7684\u786c\u4ef6\u5b89\u5168\u7279\u6027\uff0cTEE \u80fd\u591f\u5728\u6267\u884c\u4ee3\u7801\u65f6\u786e\u4fdd\u6570\u636e\u5728\u5185\u5b58\u4e2d\u5904\u4e8e\u52a0\u5bc6\u72b6\u6001\uff0c\u5e76\u4e14\u53ea\u6709\u5728 TEE \u5185\u90e8\u624d\u80fd\u88ab\u89e3\u5bc6\u548c\u5904\u7406\u3002\u8fd9\u79cd\u786c\u4ef6\u8f85\u52a9\u7684\u9694\u79bb\u673a\u5236\u662f TEE \u533a\u522b\u4e8e\u7eaf\u8f6f\u4ef6\u6c99\u7bb1\u73af\u5883\u7684\u6839\u672c\u7279\u5f81\uff0c\u63d0\u4f9b\u4e86\u66f4\u575a\u56fa\u7684\u4fe1\u4efb\u6839\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">TEE \u7684\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u5efa\u7acb\u4e86\u786c\u4ef6\u8f85\u52a9\u7684\u4fe1\u4efb\u8fb9\u754c\u3002\u4f20\u7edf\u7684\u8f6f\u4ef6\u9694\u79bb\u673a\u5236\u4f9d\u8d56\u4e8e\u64cd\u4f5c\u7cfb\u7edf\u7684\u6b63\u786e\u6027\u3002\u4e00\u65e6\u64cd\u4f5c\u7cfb\u7edf\u5185\u6838\u88ab\u653b\u7834\uff0c\u6240\u6709\u8fd0\u884c\u5728\u5176\u4e0a\u7684\u5e94\u7528\u6570\u636e\u548c\u4ee3\u7801\u90fd\u5c06\u66b4\u9732\u3002\u7136\u800c\uff0cTEE \u901a\u8fc7\u5728 CPU \u5185\u90e8\u5212\u5206\u51fa\u4e00\u4e2a\u201c\u5b89\u5168\u4e16\u754c\u201d\u548c\u4e00\u4e2a\u201c\u975e\u5b89\u5168\u4e16\u754c\u201d\uff0c\u4f7f\u5f97\u5b89\u5168\u654f\u611f\u7a0b\u5e8f\u80fd\u591f\u5728 Secure World \u4e2d\u8fd0\u884c\uff0c\u5373\u4f7f Normal World \u4e2d\u7684 OS \u6216 Hypervisor \u88ab\u5b8c\u5168\u653b\u9677\uff0c\u4e5f\u65e0\u6cd5\u76f4\u63a5\u8bbf\u95ee\u6216\u7be1\u6539 Secure World \u4e2d\u7684\u6570\u636e\u548c\u6267\u884c\u8fc7\u7a0b\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"902\" height=\"602\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Trusted-Execution-Environment-TEE-Intel-SGX.png\" alt=\"Trusted Execution Environment (TEE, Intel SGX)\" class=\"wp-image-3385\" style=\"width:600px\" srcset=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Trusted-Execution-Environment-TEE-Intel-SGX.png 902w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Trusted-Execution-Environment-TEE-Intel-SGX-300x200.png 300w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Trusted-Execution-Environment-TEE-Intel-SGX-768x513.png 768w\" sizes=\"(max-width: 902px) 100vw, 902px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd\u9694\u79bb\u673a\u5236\u7684\u5b9e\u73b0\u901a\u5e38\u6d89\u53ca\u7279\u6b8a\u7684\u5185\u5b58\u7ba1\u7406\u5355\u5143\u3001\u5185\u5b58\u52a0\u5bc6\u5f15\u64ce\u4ee5\u53ca\u7279\u5b9a\u7684 CPU \u6307\u4ee4\u96c6\u3002\u4f8b\u5982\uff0cIntel SGX \u901a\u8fc7\u52a0\u5bc6\u9875\u7f13\u5b58\u6765\u786e\u4fdd Enclave \u5185\u90e8\u7684\u6570\u636e\u5728\u79bb\u5f00 CPU \u8fb9\u754c\u540e\u603b\u662f\u88ab\u52a0\u5bc6\u7684\u3002\u8fd9\u79cd\u8bbe\u8ba1\u901a\u8fc7\u5c06\u4fe1\u4efb\u8fb9\u754c\u7f29\u5c0f\u5230 Enclave \u672c\u8eab\uff0c\u5927\u5e45\u964d\u4f4e\u4e86\u7cfb\u7edf\u7684\u6574\u4f53\u653b\u51fb\u9762\u3002\u4e0b\u9762\u8fdb\u884c\u4e3b\u6d41TEE\u67b6\u6784\u7684\u89e3\u6790:<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>ARM TrustZone \uff08TZ\uff09 \u67b6\u6784\u5206\u6790<\/strong> <\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">ARM TrustZone \u662f\u79fb\u52a8\u548c\u5d4c\u5165\u5f0f\u8bbe\u5907\u4e2d\u6700\u5e7f\u6cdb\u90e8\u7f72\u7684 TEE \u6280\u672f\u3002\u5b83\u57fa\u4e8e\u786c\u4ef6\u5206\u533a\u539f\u7406\uff0c\u5c06 SoC\u7684\u786c\u4ef6\u548c\u8f6f\u4ef6\u8d44\u6e90\u5212\u5206\u4e3a\u4e24\u4e2a\u72ec\u7acb\u7684\u6267\u884c\u73af\u5883\uff1a\u5b89\u5168\u4e16\u754c\u548c\u666e\u901a\u4e16\u754c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6838\u5fc3\u539f\u7406\uff1a\u786c\u4ef6\u7ea7\u7684\u9694\u79bb\u7531 CPU \u7684\u7279\u5b9a\u6a21\u5f0f\u4f4d\u63a7\u5236\u3002\u5728\u7cfb\u7edf\u542f\u52a8\u65f6\uff0c\u9996\u5148\u8fdb\u5165 Secure World\uff0c\u7531\u5b89\u5168\u64cd\u4f5c\u7cfb\u7edf\u8d1f\u8d23\u7ba1\u7406 TEE \u73af\u5883\u3002\u4e24\u4e2a\u4e16\u754c\u4e4b\u95f4\u7684\u5207\u6362\u7531\u5b89\u5168\u76d1\u63a7\u5668\u901a\u8fc7\u7279\u5b9a\u7684 SMC\u6307\u4ee4\u8fdb\u884c\u7ba1\u7406\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9694\u79bb\u673a\u5236\u4e0e\u6311\u6218\uff1aTrustZone \u7684\u9694\u79bb\u7c92\u5ea6\u662f\u64cd\u4f5c\u7cfb\u7edf\u7ea7\u522b\u7684\u3002\u8fd9\u610f\u5473\u7740\u5b89\u5168\u654f\u611f\u5e94\u7528\u8fd0\u884c\u5728\u4e00\u4e2a\u5b8c\u6574\u7684\u5b89\u5168\u64cd\u4f5c\u7cfb\u7edf\u5185\u6838\u4e4b\u4e0a\u3002\u867d\u7136\u8fd9\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u529f\u80fd\uff0c\u4f46\u5176\u5b89\u5168\u6a21\u578b\u4f9d\u8d56\u4e8e\u5b89\u5168\u64cd\u4f5c\u7cfb\u7edf\u672c\u8eab\u7684\u5b8c\u6574\u6027\u548c\u6f0f\u6d1e\u514d\u75ab\u6027\u3002\u5b89\u5168\u64cd\u4f5c\u7cfb\u7edf\u7684\u4ee3\u7801\u91cf\u8fdc\u5927\u4e8e Intel SGX \u7684\u5fae\u578b Enclave\uff0c\u56e0\u6b64\u5176\u653b\u51fb\u9762\u76f8\u5bf9\u8f83\u5927\uff0c\u9700\u8981\u6301\u7eed\u7684\u5ba1\u8ba1\u548c\u7ef4\u62a4\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>Intel Software Guard Extensions \uff08SGX\uff09 \u67b6\u6784\u5206\u6790<\/strong> <\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">Intel SGX \u662f\u4e3a\u6570\u636e\u4e2d\u5fc3\u548c\u684c\u9762\u5e73\u53f0\u8bbe\u8ba1\u7684\u4e00\u79cd\u7cbe\u7ec6\u7c92\u5ea6\u7684 TEE \u6280\u672f\u3002\u5b83\u5c06\u4fdd\u62a4\u7c92\u5ea6\u7f29\u5c0f\u5230\u4e86\u5e94\u7528\u7a0b\u5e8f\u7ea7\u522b\uff0c\u5141\u8bb8\u5f00\u53d1\u8005\u5c06\u5e94\u7528\u4e2d\u7684\u654f\u611f\u4ee3\u7801\u548c\u6570\u636e\u5c01\u88c5\u5728\u4e00\u4e2a\u53d7\u4fdd\u62a4\u7684\u5185\u5b58\u533a\u57df\u5185\uff0c\u79f0\u4e3a Enclave\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6838\u5fc3\u539f\u7406\uff1aSGX \u901a\u8fc7\u7279\u6b8a\u7684\u6307\u4ee4\u96c6\u548c\u5185\u5b58\u52a0\u5bc6\u673a\u5236\uff08EPC\uff09\u5b9e\u73b0\u9694\u79bb\u3002EPC \u4e2d\u7684\u6570\u636e\u5728\u79bb\u5f00 CPU \u82af\u7247\u4e4b\u524d\u4f1a\u88ab\u5185\u5b58\u52a0\u5bc6\u5f15\u64ce\u52a0\u5bc6\uff0c\u9632\u6b62 OS\u3001Hypervisor \u751a\u81f3\u4e3b\u677f\u56fa\u4ef6\u7684\u7aa5\u63a2\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9694\u79bb\u673a\u5236\u4e0e\u6311\u6218\uff1aSGX \u6700\u5927\u7684\u4f18\u52bf\u5728\u4e8e\u5176\u6781\u5c0f\u7684\u4fe1\u4efb\u6839\u3002Enclave \u5185\u90e8\u7684\u4ee3\u7801\u662f\u552f\u4e00\u53d7\u4fe1\u4efb\u7684\u8f6f\u4ef6\u3002\u7136\u800c\uff0c\u8fd9\u79cd\u6df1\u5ea6\u96c6\u6210\u5230\u590d\u6742\u7684\u5fae\u4f53\u7cfb\u7ed3\u6784\u4e2d\uff0c\u5bfc\u81f4 SGX \u6210\u4e3a\u4fa7\u4fe1\u9053\u653b\u51fb\u7684\u4e3b\u8981\u76ee\u6807\u3002\u4f8b\u5982\uff0cSGX \u4f7f\u7528\u7f13\u5b58\u548c\u5206\u9875\u673a\u5236\uff0c\u8fd9\u4e9b\u5171\u4eab\u8d44\u6e90\u6210\u4e3a\u653b\u51fb\u8005\u5229\u7528\u8ba1\u65f6\u5dee\u5f02\u8fdb\u884c\u4fe1\u606f\u7a83\u53d6\u7684\u5b8c\u7f8e\u4fe1\u9053\u3002\u5176\u8fdc\u7a0b\u8bc1\u660e\u673a\u5236\u4e5f\u76f8\u5bf9\u590d\u6742\uff0c\u9700\u8981\u4f9d\u8d56 Intel \u7684\u7b7e\u540d\u670d\u52a1\u6765\u9a8c\u8bc1 Enclave \u7684\u771f\u5b9e\u6027\u548c\u5b8c\u6574\u6027\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"902\" height=\"602\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Intel-Software-Guard-Extensions-SGX.png\" alt=\"Intel Software Guard Extensions (SGX)\" class=\"wp-image-3386\" style=\"width:600px\" srcset=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Intel-Software-Guard-Extensions-SGX.png 902w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Intel-Software-Guard-Extensions-SGX-300x200.png 300w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Intel-Software-Guard-Extensions-SGX-768x513.png 768w\" sizes=\"(max-width: 902px) 100vw, 902px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u5c3d\u7ba1 TEE \u901a\u8fc7\u786c\u4ef6\u9694\u79bb\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u5b89\u5168\u4fdd\u969c\uff0c\u4f46\u5176\u4fe1\u4efb\u6a21\u578b\u5e76\u975e\u5b8c\u7f8e\u65e0\u7455\u3002\u65e9\u671f\u7684 TEE \u67b6\u6784\u8bbe\u8ba1\u4fa7\u91cd\u4e8e\u63d0\u4f9b\u5185\u5b58\u548c\u6267\u884c\u903b\u8f91\u7684\u9694\u79bb\u673a\u5236\uff0c\u4ee5\u62b5\u6297\u6765\u81ea\u9ad8\u6743\u9650\u8f6f\u4ef6\u73af\u5883\u7684\u76f4\u63a5\u7aa5\u63a2\u548c\u7be1\u6539\u3002\u7136\u800c\uff0c\u968f\u7740\u5904\u7406\u5668\u6280\u672f\u7684\u53d1\u5c55\u548c\u5fae\u4f53\u7cfb\u7ed3\u6784\u7684\u65e5\u76ca\u590d\u6742\uff0c\u7814\u7a76\u53d1\u73b0 TEE \u67b6\u6784\u201c\u4ec5\u63d0\u4f9b\u9694\u79bb\u673a\u5236\u201d\u7684\u7279\u6027\uff0c\u4f7f\u5176\u65e0\u6cd5\u6709\u6548\u62b5\u6297\u5229\u7528\u5fae\u4f53\u7cfb\u7ed3\u6784\u72b6\u6001\u6cc4\u9732\u7684\u201c\u8f6f\u4ef6\u4fa7\u4fe1\u9053\u653b\u51fb\u201d\u3002\u73b0\u4ee3 CPU \u4e3a\u4e86\u8ffd\u6c42\u6781\u81f4\u7684\u6027\u80fd\uff0c\u5e7f\u6cdb\u91c7\u7528\u5171\u4eab\u8d44\u6e90\u3002\u8fd9\u4e9b\u5171\u4eab\u8d44\u6e90\u5728\u5b89\u5168\u4e16\u754c\u548c\u975e\u5b89\u5168\u4e16\u754c\u4e4b\u95f4\u5f62\u6210\u4e86\u610f\u6599\u4e4b\u5916\u7684\u901a\u4fe1\u901a\u9053\u3002\u5f53\u654f\u611f\u7a0b\u5e8f\u5728 TEE \u5185\u6267\u884c\u65f6\uff0c\u5176\u5185\u5b58\u8bbf\u95ee\u6a21\u5f0f\u4f1a\u5bfc\u81f4\u5171\u4eab\u786c\u4ef6\u8d44\u6e90\u72b6\u6001\u53d1\u751f\u53ef\u6d4b\u91cf\u7684\u53d8\u5316\u3002\u653b\u51fb\u8005\u8fd0\u884c\u5728\u975e\u5b89\u5168\u4e16\u754c\uff0c\u901a\u8fc7\u6d4b\u91cf\u8fd9\u4e9b\u5fae\u4f53\u7cfb\u7ed3\u6784\u72b6\u6001\u7684\u53d8\u5316\uff0c\u5c31\u80fd\u63a8\u6d4b\u51fa TEE \u5185\u90e8\u6b63\u5728\u5904\u7406\u7684\u673a\u5bc6\u4fe1\u606f\uff0c\u4f8b\u5982\u52a0\u5bc6\u5bc6\u94a5\u6216\u654f\u611f\u7b97\u6cd5\u7684\u6267\u884c\u8def\u5f84\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5386\u53f2\u4e0a\u66fe\u53d1\u751f\u8fc7\u591a\u6b21\u91cd\u5927 TEE \u5b89\u5168\u6f0f\u6d1e\u548c\u653b\u51fb\u6848\u4f8b\uff0c\u4e0b\u9762\u9009\u62e9\u5176\u4e8c\u8fdb\u884c\u7b80\u5355\u4ecb\u7ecd\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Foreshadow \uff08L1TF\uff09 &#8211; \u9488\u5bf9 Intel SGX<br>\u65f6\u95f4\uff1a2018 \u5e74\u62ab\u9732<br>\u6838\u5fc3\u6f0f\u6d1e\uff1aIntel CPU \u7684\u63a8\u6d4b\u6267\u884c\u673a\u5236\u4e2d\u5b58\u5728\u7f3a\u9677\uff0c\u7279\u522b\u662f L1 \u7ec8\u7aef\u6545\u969c\u3002<br>\u653b\u51fb\u539f\u7406\uff1a\u5229\u7528 CPU \u7684\u63a8\u6d4b\u6267\u884c\u6f0f\u6d1e\uff0c\u8bf1\u4f7f CPU \u5728\u53d1\u751f\u6545\u969c\u4e4b\u524d\uff0c\u5c06\u98de\u5730\u5185\u53d7\u4fdd\u62a4\u7684\u6570\u636e\u52a0\u8f7d\u5230\u6240\u6709\u7a0b\u5e8f\u5171\u4eab\u7684 L1 \u7f13\u5b58\u4e2d\u3002 \u7136\u540e\uff0c\u653b\u51fb\u8005\u901a\u8fc7\u7f13\u5b58\u4fa7\u4fe1\u9053\u653b\u51fb\u53ef\u4ee5\u63a2\u6d4b\u5230\u8fd9\u4e9b\u6570\u636e\uff0c\u4ece\u800c\u7a83\u53d6\u98de\u5730\u7684\u5bc6\u94a5\u3001\u5bc6\u7801\u7b49\u4efb\u4f55\u79d8\u5bc6\u3002<br>\u4e25\u91cd\u6027\uff1a\u6781\u9ad8\u3002 \u5b83\u53ef\u4ee5\u6253\u7834 SGX \u7684\u6838\u5fc3\u5b89\u5168\u627f\u8bfa\uff0c\u4ece\u98de\u5730\u5185\u90e8\u63d0\u53d6\u4efb\u610f\u6570\u636e\u3002 \u751a\u81f3\u5b58\u5728\u9488\u5bf9\u64cd\u4f5c\u7cfb\u7edf\u5185\u6838\u548c\u865a\u62df\u673a\u7ba1\u7406\u5668\u7684\u53d8\u79cd\u3002<\/li>\n\n\n\n<li>AEPIC Leap &#8211; \u9488\u5bf9 Intel SGX<br>\u65f6\u95f4\uff1a2022 \u5e74\u62ab\u9732<br>\u6838\u5fc3\u6f0f\u6d1e\uff1a\u4e00\u79cd\u6781\u5176\u7f55\u89c1\u7684\u67b6\u6784\u6f0f\u6d1e\u3002 CPU \u7684\u5185\u5b58\u6620\u5c04 I\/O \u5728\u8bbe\u8ba1\u4e0a\u5b58\u5728\u7f3a\u9677\uff0c\u4f7f\u5f97\u672a\u6620\u5c04\u7684\u5185\u5b58\u5185\u5bb9\u53ef\u80fd\u901a\u8fc7 CPU \u7684\u9884\u53d6\u5668\u88ab\u6cc4\u9732\u3002<br>\u653b\u51fb\u539f\u7406\uff1a\u653b\u51fb\u8005\u53ef\u4ee5\u6784\u9020\u7279\u5b9a\u7684 MMIO \u8bbf\u95ee\uff0c\u5bfc\u81f4 CPU \u9884\u53d6\u5668\u5c06\u98de\u5730\u7684\u79c1\u6709\u6570\u636e\u52a0\u8f7d\u5230\u7f13\u5b58\u4e2d\uff0c\u8fdb\u800c\u901a\u8fc7\u4fa7\u4fe1\u9053\u63d0\u53d6\u3002 \u5176\u7279\u6b8a\u6027\u5728\u4e8e\uff0c\u8fd9\u662f\u4e00\u79cd\u53ef\u67b6\u6784\u6027\u9a8c\u8bc1\u7684\u6f0f\u6d1e\uff0c\u4e0d\u9700\u8981\u4f9d\u8d56\u4fa7\u4fe1\u9053\u5206\u6790\u7684\u65f6\u95f4\u6d4b\u91cf\uff0c\u7406\u8bba\u4e0a\u6709\u66f4\u9ad8\u7684\u53ef\u9760\u6027\u548c\u7cbe\u5ea6\u3002<br>\u4e25\u91cd\u6027\uff1a\u6781\u9ad8\u3002 \u5b83\u8868\u660e\u5373\u4f7f\u5728\u5fae\u67b6\u6784\u5c42\u9762\u5b8c\u7f8e\u65e0\u7f3a\uff0c\u67b6\u6784\u8bbe\u8ba1\u4e0a\u7684\u758f\u5ffd\u4e5f\u53ef\u80fd\u5bfc\u81f4\u6bc1\u706d\u6027\u7684\u6570\u636e\u6cc4\u9732\u3002<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64\uff0cTEE \u6280\u672f\u7684\u6700\u5927\u6311\u6218\u4e0d\u5728\u4e8e\u5b9e\u73b0\u903b\u8f91\u9694\u79bb\uff0c\u800c\u5728\u4e8e\u5982\u4f55\u5e94\u5bf9\u7531\u4e8e CPU \u6027\u80fd\u4f18\u5316\u6240\u5f15\u5165\u7684\u7269\u7406\/\u65f6\u5e8f\u4e0a\u7684\u5171\u4eab\u901a\u9053\u3002\u8fd9\u4e00\u6311\u6218\u8feb\u4f7f\u5b89\u5168\u7814\u7a76\u4ece\u5355\u7eaf\u7684\u9694\u79bb\u9632\u5fa1\uff0c\u8f6c\u5411\u590d\u6742\u7684\u8fd0\u884c\u5b8c\u6574\u6027\u8bc1\u660e\u548c\u4fa7\u4fe1\u9053\u514d\u75ab\u8bbe\u8ba1\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u5168\u540c\u6001\u52a0\u5bc6 \uff08FHE\uff09<\/strong> <\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5168\u540c\u6001\u52a0\u5bc6\uff08Fully Homomorphic Encryption\uff0cFHE\uff09\u662f\u89e3\u51b3\u9690\u79c1\u5b89\u5168\u95ee\u9898\u7684\u6709\u6548\u65b9\u6cd5\u3002 \u5b83\u662f\u4e00\u79cd\u5f3a\u5927\u7684\u52a0\u5bc6\u5de5\u5177\uff0c\u6838\u5fc3\u80fd\u529b\u5728\u4e8e\u5141\u8bb8\u5bf9\u52a0\u5bc6\u6570\u636e\u6267\u884c\u4efb\u610f\u540c\u6001\u8ba1\u7b97\u3002\u8fd9\u610f\u5473\u7740\uff0c\u7406\u8bba\u4e0a\u53ef\u4ee5\u5bf9\u5bc6\u6587\u6267\u884c\u4efb\u4f55\u590d\u6742\u7684\u7b97\u6cd5\u6216\u6784\u5efa\u4efb\u4f55\u8ba1\u7b97\u7535\u8def\uff0c\u800c\u65e0\u9700\u4e8b\u5148\u89e3\u5bc6\u3002\u800cBenFen\u94fe\u91c7\u7528\u7684FHE-MPC\u6df7\u5408\u6a21\u578b\uff0c\u5728\u5e95\u5c42\u8fdb\u884c\u5bc6\u6001\u8ba1\u7b97\uff0c\u786e\u4fdd\u6570\u636e\u4e0d\u89e3\u5bc6\uff0c\u8fd9\u4e0eFHE\u6838\u5fc3\u7406\u5ff5\u4e0d\u8c0b\u800c\u5408\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5168\u540c\u6001\u52a0\u5bc6\u7684\u53d1\u5c55\u53f2\u662f\u4e00\u4e2a\u4ece\u7406\u8bba\u7a81\u7834\u5230\u5de5\u7a0b\u5b9e\u8df5\u4e0d\u65ad\u4f18\u5316\u7684\u8fc7\u7a0b\u3002\u5b83\u59cb\u4e8e 2009 \u5e74 Gentry \u63d0\u51fa\u7684\u7b2c\u4e00\u4e2a\u53ef\u884c\u65b9\u6848\uff0c\u4f46\u8be5\u65b9\u6848\u56e0\u8ba1\u7b97\u6548\u7387\u6781\u4f4e\u800c\u4ec5\u5177\u6709\u7406\u8bba\u610f\u4e49\u3002\u968f\u540e\uff0c\u7814\u7a76\u7126\u70b9\u8fc5\u901f\u8f6c\u5411\u57fa\u4e8e\u683c\u56f0\u96be\u95ee\u9898\u7684\u7b2c\u4e8c\u4ee3\u548c\u7b2c\u4e09\u4ee3\u65b9\u6848\uff0c\u5c24\u5176\u662f\u4f9d\u8d56\u4e8e\u8bef\u5dee\u5b66\u4e60\uff08LWE\uff09\u548c\u73af\u8bef\u5dee\u5b66\u4e60\uff08RLWE\uff09\u7684\u65b9\u6848\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u540c\u6001\u52a0\u5bc6\uff08HE\uff09\u4e0e\u5168\u540c\u6001\u52a0\u5bc6\uff08FHE\uff09\u7684\u5b9a\u4e49<\/strong> <\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u4e2a\u52a0\u5bc6\u65b9\u6848 E \u5982\u679c\u652f\u6301\u5bf9\u7279\u5b9a\u8fd0\u7b97 \u2218 \u7684\u540c\u6001\u6027\uff0c\u5219\u79f0\u4e3a\u540c\u6001\u52a0\u5bc6\uff08HE\uff09\u3002\u5f62\u5f0f\u4e0a\uff0c\u5982\u679c\u6ee1\u8db3 E\uff08m1\uff09\u3002E\uff08m2\uff09=E\uff08m1\u2218m2\uff09\uff0c\u5219\u79f0\u8be5\u65b9\u6848\u5177\u6709\u540c\u6001\u6027\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5168\u540c\u6001\u52a0\u5bc6\uff08FHE\uff09\u5219\u662f\u4e00\u79cd\u66f4\u5f3a\u5927\u7684\u7ed3\u6784\uff0c\u5b83\u8981\u6c42\u52a0\u5bc6\u65b9\u6848\u5fc5\u987b\u540c\u65f6\u652f\u6301\u4e24\u79cd\u57fa\u672c\u7684\u540c\u6001\u8fd0\u7b97\u3002\u5728\u5e03\u5c14\u7535\u8def\u4e2d\uff0c\u52a0\u6cd5\u548c\u4e58\u6cd5\u8db3\u4ee5\u6784\u5efa\u4efb\u4f55\u590d\u6742\u7684\u8ba1\u7b97\u51fd\u6570\uff0c\u4ece\u800c\u5b9e\u73b0\u5bf9\u52a0\u5bc6\u6570\u636e\u7684\u4efb\u610f\u540c\u6001\u8ba1\u7b97\u3002 \u8fd9\u4e00\u80fd\u529b\u4f7f\u5f97 FHE \u5728\u8ba1\u7b97\u4e0a\u5177\u5907\u56fe\u7075\u5b8c\u5907\u6027\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"902\" height=\"602\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Fully-Homomorphic-Encryption-FHE.png\" alt=\"Fully Homomorphic Encryption (FHE)\" class=\"wp-image-3387\" style=\"width:600px\" srcset=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Fully-Homomorphic-Encryption-FHE.png 902w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Fully-Homomorphic-Encryption-FHE-300x200.png 300w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Fully-Homomorphic-Encryption-FHE-768x513.png 768w\" sizes=\"(max-width: 902px) 100vw, 902px\" \/><\/figure>\n<\/div>\n\n\n<h4 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>FHE \u7684\u524d\u8eab\uff1a\u90e8\u5206\u540c\u6001\u52a0\u5bc6\uff08PHE\uff09<\/strong> <\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728 FHE \u51fa\u73b0\u4e4b\u524d\uff0c\u5bc6\u7801\u5b66\u754c\u5df2\u7ecf\u53d1\u5c55\u51fa\u652f\u6301\u5355\u4e00\u8fd0\u7b97\u7684\u52a0\u5bc6\u65b9\u6848\uff0c\u5373\u90e8\u5206\u540c\u6001\u52a0\u5bc6\uff08Partially Homomorphic Encryption\uff0cPHE\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">RSA \u7b97\u6cd5\uff1aRSA \u662f\u516c\u94a5\u5bc6\u7801\u5b66\u7684\u57fa\u77f3\u4e4b\u4e00\u3002\u5b83\u5177\u5907\u4e58\u6cd5\u540c\u6001\u6027\u3002\u5177\u4f53\u800c\u8a00\uff0c\u5bf9\u4e8e\u5bc6\u6587 E\uff08m1\uff09 \u548c E\uff08m2\uff09\uff0c\u5176\u4e58\u79ef\u5728\u5bc6\u6587\u7a7a\u95f4\u4e2d\u89e3\u5bc6\u540e\u7b49\u4e8e\u660e\u6587\u4e58\u79ef\u7684\u6a21 N \u7ed3\u679c\uff1aE\uff08m1\uff09\u22c5E\uff08m2\uff09=E\uff08m1\u22c5m2\uff08modN\uff09\uff09\u3002\u7136\u800c\uff0cRSA \u4e0d\u80fd\u5bf9\u5bc6\u6587\u8fdb\u884c\u52a0\u6cd5\u8fd0\u7b97\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Paillier \u7b97\u6cd5\uff1aPaillier \u7b97\u6cd5\u662f\u53e6\u4e00\u79cd\u5e7f\u6cdb\u4f7f\u7528\u7684 PHE \u65b9\u6848\uff0c\u5b83\u5177\u5907\u52a0\u6cd5\u540c\u6001\u6027\u3002\u5bc6\u6587\u7a7a\u95f4\u4e2d\u7684\u4e58\u6cd5\u8fd0\u7b97\u5bf9\u5e94\u4e8e\u660e\u6587\u7a7a\u95f4\u4e2d\u7684\u52a0\u6cd5\u8fd0\u7b97\uff1aE\uff08m1\uff09\u22c5E\uff08m2\uff09=E\uff08m1+m2\uff08modN\uff09\uff09\u3002\u8be5\u65b9\u6848\u5728\u5b89\u5168\u6295\u7968\u7cfb\u7edf\u7b49\u573a\u666f\u4e2d\u975e\u5e38\u6709\u6548\uff0c\u4f46\u5b83\u65e0\u6cd5\u5bf9\u5bc6\u6587\u8fdb\u884c\u4e58\u6cd5\u8fd0\u7b97\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u5173\u952e\u969c\u788d\uff1a\u4ece\u90e8\u5206\u540c\u6001\u5230\u5168\u540c\u6001\u7684\u8de8\u8d8a<\/strong> <\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u90e8\u5206\u540c\u6001\u52a0\u5bc6\uff08PHE\uff09\u65b9\u6848\u7684\u5c40\u9650\u6027\u5728\u4e8e\u5176\u65e0\u6cd5\u652f\u6301\u901a\u7528\u8ba1\u7b97\u3002\u8ba1\u7b97\u7535\u8def\u9700\u8981\u540c\u65f6\u5177\u5907 AND \u548c XOR \u529f\u80fd\u624d\u80fd\u5b9e\u73b0\u4efb\u610f\u903b\u8f91\u3002RSA \u548c Paillier \u53ea\u80fd\u63d0\u4f9b\u5176\u4e2d\u4e4b\u4e00\uff0c\u6545\u5176\u5e94\u7528\u8303\u56f4\u53d7\u5230\u4e25\u683c\u9650\u5236\u3002 \u66f4\u91cd\u8981\u7684\u662f\uff0c\u7531\u4e8e PHE \u65b9\u6848\u7684\u8fd0\u7b97\u6b21\u6570\u5f80\u5f80\u662f\u6709\u9650\u7684\u6216\u53ea\u652f\u6301\u5355\u4e00\u64cd\u4f5c\uff0c\u5b83\u4eec\u5728\u8bbe\u8ba1\u4e0a\u65e0\u9700\u5904\u7406\u5bc6\u6587\u8fd0\u7b97\u8fc7\u7a0b\u4e2d\u4ea7\u751f\u7684\u566a\u97f3\u79ef\u7d2f\u95ee\u9898\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ece PHE \u5230 FHE \u7684\u8f6c\u53d8\uff0c\u4e0d\u4ec5\u662f\u589e\u52a0\u4e86\u4e00\u4e2a\u8fd0\u7b97\uff0c\u66f4\u662f\u8de8\u8d8a\u4e86\u56fe\u7075\u5b8c\u5907\u6027\u7684\u95e8\u69db\u3002\u4e00\u65e6\u8981\u6c42\u652f\u6301\u4efb\u610f\u6df1\u5ea6\u7684\u3001\u6df7\u5408\u7684\u52a0\u6cd5\u548c\u4e58\u6cd5\u8fd0\u7b97\uff0c\u52a0\u5bc6\u65b9\u6848\u4e3a\u4e86\u4fdd\u6301\u5b89\u5168\u6027\u800c\u5f15\u5165\u7684\u566a\u97f3\u5c31\u4f1a\u6210\u4e3a\u81f4\u547d\u7684\u7f3a\u9677\u3002\u8fd9\u79cd\u5bf9\u590d\u6742\u5ea6\u7684\u9700\u6c42\uff0c\u4f7f\u5f97\u566a\u97f3\u7ba1\u7406\u673a\u5236\u6210\u4e3a FHE \u67b6\u6784\u4e2d\u4e0d\u53ef\u6216\u7f3a\u7684\u6838\u5fc3\u7ec4\u4ef6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2009 \u5e74\uff0cCraig Gentry \u5229\u7528\u57fa\u4e8e\u7406\u60f3\u683c\u4e0a\u7684\u56f0\u96be\u95ee\u9898\uff0c\u6210\u529f\u6784\u9020\u51fa\u4e86\u5386\u53f2\u4e0a\u7b2c\u4e00\u4e2a\u53ef\u884c\u7684\u5168\u540c\u6001\u52a0\u5bc6\u65b9\u6848\u3002\u8fd9\u662f\u4e00\u4e2a\u91cc\u7a0b\u7891\u5f0f\u7684\u7406\u8bba\u7a81\u7834\uff0c\u6807\u5fd7\u7740 FHE \u4ece\u7406\u8bba\u5e7b\u60f3\u53d8\u4e3a\u4e86\u5b9e\u9645\u53ef\u80fd\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Gentry \u4e0d\u4ec5\u63d0\u4f9b\u4e86\u5177\u4f53\u7684\u65b9\u6848\uff0c\u8fd8\u63d0\u51fa\u4e86\u6784\u9020 FHE \u65b9\u6848\u7684\u666e\u9002\u7406\u8bba\u6846\u67b6\u3002\u8be5\u6846\u67b6\u7684\u6838\u5fc3\u601d\u60f3\u662f\u5c06\u6784\u5efaFHE\u5206\u89e3\u4e3a\u4e24\u4e2a\u6b65\u9aa4\uff1a\u9996\u5148\u6784\u9020\u4e00\u4e2a\u652f\u6301\u6709\u9650\u6b21\u540c\u6001\u8ba1\u7b97\u7684\u65b9\u6848\uff08SHE\uff0cSomewhat Homomorphic Encryption\uff09\uff0c\u7136\u540e\u901a\u8fc7<strong>\u81ea\u4e3e\uff08bootstrapping\uff09<\/strong>\u673a\u5236\uff0c\u5c06 SHE \u65b9\u6848\u63d0\u5347\u4e3a\u53ef\u652f\u6301\u65e0\u9650\u6b21\u540c\u6001\u8fd0\u7b97\u7684 FHE \u65b9\u6848\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u683c\u57fa\u52a0\u5bc6\u65b9\u6848\u4e2d\uff0c\u4e3a\u4e86\u5b9e\u73b0\u8bed\u4e49\u5b89\u5168\uff08\u5373\u76f8\u540c\u660e\u6587\u53ef\u4ee5\u52a0\u5bc6\u6210\u4e0d\u540c\u7684\u5bc6\u6587\uff09\uff0c\u52a0\u5bc6\u8fc7\u7a0b\u4e2d\u5fc5\u987b\u5f15\u5165\u968f\u673a\u8bef\u5dee\uff0c\u5373\u566a\u97f3\u3002\u566a\u97f3\u7684\u5b58\u5728\u662f FHE \u65b9\u6848\u5b89\u5168\u6027\u7684\u57fa\u7840\uff0c\u4f46\u5b83\u540c\u65f6\u4e5f\u662f FHE \u65b9\u6848\u529f\u80fd\u7684\u6700\u5927\u969c\u788d\u3002\u968f\u7740\u540c\u6001\u8fd0\u7b97\uff0c\u7279\u522b\u662f\u540c\u6001\u4e58\u6cd5\u7684\u4e0d\u65ad\u8fdb\u884c\uff0c\u5bc6\u6587\u4e2d\u7684\u566a\u97f3\u4f1a\u4e0d\u65ad\u5730\u7d2f\u79ef\u548c\u589e\u957f\u3002\u4e00\u65e6\u566a\u97f3\u7684\u5c3a\u5bf8\u8d85\u8fc7\u4e86\u65b9\u6848\u53c2\u6570\u8bbe\u5b9a\u7684\u9608\u503c\uff0c\u89e3\u5bc6\u8fc7\u7a0b\u5c06\u65e0\u6cd5\u6b63\u786e\u6062\u590d\u539f\u59cb\u660e\u6587\uff0c\u4ece\u800c\u5bfc\u81f4\u89e3\u5bc6\u9519\u8bef\u3002\u56e0\u6b64\uff0c\u5fc5\u987b\u8bbe\u8ba1\u4e00\u79cd\u64cd\u4f5c\u6765\u6709\u6548\u6d88\u51cf\u5bc6\u6587\u566a\u97f3\uff0c\u4ee5\u786e\u4fdd\u8ba1\u7b97\u7684\u6b63\u786e\u6027\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u81ea\u4e3e\u662f Gentry \u6846\u67b6\u4e2d\u89e3\u51b3\u566a\u97f3\u7d2f\u79ef\u95ee\u9898\u7684\u6838\u5fc3\u6280\u672f\u3002\u81ea\u4e3e\u64cd\u4f5c\u7684\u5b9a\u4e49\u662f\uff1a\u5f53\u540c\u6001\u64cd\u4f5c\u8fdb\u884c\u5230\u5bc6\u6587\u566a\u97f3\u5373\u5c06\u8fbe\u5230\u9608\u503c\u800c\u65e0\u6cd5\u7ee7\u7eed\u8ba1\u7b97\u65f6\uff0c\u901a\u8fc7\u5bf9\u8be5\u5bc6\u6587\u6267\u884c\u5176\u81ea\u8eab\u540c\u6001\u89e3\u5bc6\u7684\u64cd\u4f5c\u3002\u5728\u540c\u6001\u89e3\u5bc6\u8fc7\u7a0b\u4e2d\uff0c\u79c1\u94a5\u672c\u8eab\u9700\u8981\u88ab\u52a0\u5bc6\u3002\u81ea\u4e3e\u7684\u7ed3\u679c\u662f\u751f\u6210\u4e00\u4e2a\u65b0\u7684\u3001\u52a0\u5bc6\u7740\u76f8\u540c\u660e\u6587\u7684\u5bc6\u6587\uff0c\u4f46\u5176\u566a\u97f3\u6c34\u5e73\u88ab\u5927\u5e45\u964d\u4f4e\uff0c\u4ece\u800c\u5141\u8bb8\u7ee7\u7eed\u8fdb\u884c\u540e\u7eed\u7684\u540c\u6001\u64cd\u4f5c\u3002\u56e0\u6b64\uff0c\u81ea\u4e3e\u88ab\u8ba4\u4e3a\u662f\u76ee\u524d\u5b9e\u73b0\u5168\u540c\u6001\u52a0\u5bc6\u7684\u552f\u4e00\u9014\u5f84\uff0c\u4e5f\u662f FHE \u65b9\u6848\u4e2d\u7684\u5173\u952e\u548c\u6838\u5fc3\u6280\u672f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Gentry \u65b9\u6848\u4f5c\u4e3a\u7b2c\u4e00\u4ee3 FHE \u7684\u4ee3\u8868\uff0c\u5176\u6311\u6218\u5728\u4e8e\u5982\u4f55\u8ba9\u6709\u9650\u8ba1\u7b97\u80fd\u529b\u7684 SHE \u65b9\u6848\u80fd\u591f\u540c\u6001\u5730\u8bc4\u4f30\u81ea\u8eab\u7684\u89e3\u5bc6\u7535\u8def\u3002Gentry \u901a\u8fc7\u5229\u7528\u7a00\u758f\u5b50\u96c6\u548c\u5047\u8bbe\uff0c\u5bf9\u89e3\u5bc6\u7535\u8def\u4e2d\u590d\u6742\u7684\u8fd0\u7b97\u8fdb\u884c\u9884\u5904\u7406\uff0c\u6210\u529f\u538b\u7f29\u4e86\u89e3\u5bc6\u7535\u8def\uff0c\u4f7f\u5176\u80fd\u591f\u5728\u81ea\u8eab\u652f\u6301\u7684\u540c\u6001\u8ba1\u7b97\u6df1\u5ea6\u5185\u5b8c\u6210\u89e3\u5bc6\u64cd\u4f5c\uff0c\u5b9e\u73b0\u81ea\u4e3e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7136\u800c\uff0c\u7b2c\u4e00\u4ee3 FHE \u7684\u5b9e\u73b0\u4ee3\u4ef7\u6781\u4e3a\u6602\u8d35\u3002\u7531\u4e8e\u91c7\u7528\u7684\u662f\u5e03\u5c14\u7535\u8def\u5bf9\u5bc6\u94a5\u4fe1\u606f\u8fdb\u884c\u9010\u6bd4\u7279\u52a0\u5bc6\uff0c\u81ea\u4e3e\u4e00\u4e2a\u6bd4\u7279\u4fe1\u606f\u6240\u9700\u7684\u65f6\u95f4\u7ea6\u4e3a 30 \u5206\u949f\u3002\u8fd9\u4e00\u5de8\u5927\u7684\u8ba1\u7b97\u5f00\u9500\u4f7f\u5f97 Gentry \u7684\u65b9\u6848\u5728\u5f53\u65f6\u53ea\u662f\u4e00\u4e2a\u7406\u8bba\u4e0a\u7684\u53ef\u884c\u6027\u8bc1\u660e\uff0c\u800c\u975e\u5b9e\u7528\u7684\u6280\u672f\u3002\u9ad8\u6602\u7684\u8ba1\u7b97\u4ee3\u4ef7\u6210\u4e3a\u4e86 FHE \u7b97\u6cd5\u8d70\u5411\u4ea7\u4e1a\u5316\u5e94\u7528\u7684\u4e3b\u8981\u6027\u80fd\u74f6\u9888\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"902\" height=\"602\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/bootstrapping.png\" alt=\"bootstrapping\" class=\"wp-image-3388\" style=\"width:600px\" srcset=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/bootstrapping.png 902w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/bootstrapping-300x200.png 300w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/bootstrapping-768x513.png 768w\" sizes=\"(max-width: 902px) 100vw, 902px\" \/><\/figure>\n<\/div>\n\n\n<h4 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u5411\u683c\u56f0\u96be\u95ee\u9898 LWE \u548c RLWE \u7684\u8f6c\u53d8<\/strong> <\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e3a\u4e86\u514b\u670d\u7b2c\u4e00\u4ee3 Gentry \u65b9\u6848\u5728\u57fa\u4e8e\u7406\u60f3\u683c\u4e0a\u5b9e\u73b0\u7684\u4f4e\u6548\u7387\u548c\u590d\u6742\u7684\u5e03\u5c14\u7535\u8def\u7ed3\u6784\uff0c\u7814\u7a76\u4eba\u5458\u5f00\u59cb\u5bfb\u627e\u66f4\u9ad8\u6548\u7684\u4ee3\u6570\u7ed3\u6784\u548c\u66f4\u6613\u4e8e\u7ba1\u7406\u7684\u566a\u97f3\u6a21\u578b\u3002\u7b2c\u4e8c\u4ee3 FHE \u65b9\u6848\u8f6c\u5411\u4f7f\u7528\u8bef\u5dee\u5b66\u4e60\u53ca\u5176\u73af\u53d8\u4f53\u73af\u8bef\u5dee\u5b66\u4e60\u95ee\u9898\u4f5c\u4e3a\u5b89\u5168\u57fa\u7840\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e00\u8f6c\u53d8\u662f FHE \u53d1\u5c55\u5386\u7a0b\u4e2d\u7684\u4e00\u4e2a\u5173\u952e\u6027\u5de5\u7a0b\u51b3\u7b56\u3002LWE\/RLWE \u63d0\u4f9b\u7684\u7ed3\u6784\u66f4\u5229\u4e8e\u566a\u97f3\u7ba1\u7406\uff0c\u5c24\u5176\u662f RLWE\uff0c\u5b83\u5c06\u590d\u6742\u7684\u77e9\u9635\u8fd0\u7b97\u8f6c\u5316\u4e3a\u66f4\u5feb\u7684\u591a\u9879\u5f0f\u8fd0\u7b97\uff0c\u4e3a\u540e\u7eed\u7684\u4f18\u5316\u5960\u5b9a\u4e86\u57fa\u7840\u3002BGV\uff08Brakerski-Gentry-Vaikuntanathan\uff09\u548c BFV\uff08Brakerski\/Fan-Vercauteren\uff09\u65b9\u6848\u662f\u8fd9\u4e00\u4ee3\u65b9\u6848\u7684\u5178\u578b\u4ee3\u8868\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>BGV \u548c BFV\uff1a\u5206\u7ea7\u540c\u6001\u52a0\u5bc6\u4e0e\u566a\u97f3\u7ba1\u7406<\/strong> <\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e8c\u4ee3\u65b9\u6848\u5f15\u5165\u4e86\u5206\u7ea7\u540c\u6001\u52a0\u5bc6(Levelled Homomorphic Encryption\uff0cLHE)\u7684\u6982\u5ff5\u3002LHE \u65b9\u6848\u5728\u53c2\u6570\u8bbe\u7f6e\u65f6\u9884\u5148\u786e\u5b9a\u4e86\u65b9\u6848\u80fd\u591f\u652f\u6301\u7684\u6700\u5927\u540c\u6001\u4e58\u6cd5\u6b21\u6570\uff08\u5373\u7535\u8def\u6df1\u5ea6\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">BGV \u65b9\u6848\u662f\u57fa\u4e8e LWE\/RLWE \u7684\u9996\u6279\u7d27\u51d1\u578b FHE \u65b9\u6848\u4e4b\u4e00\u3002\u5b83\u5f15\u5165\u4e86\u52a8\u6001\u7684\u566a\u97f3\u7ba1\u7406\u6280\u672f\u2014\u2014\u6a21\u5207\u6362\u3002\u6a21\u5207\u6362\u673a\u5236\u4e0d\u662f\u5b8c\u5168\u4f9d\u8d56\u4e8e\u6210\u672c\u6781\u9ad8\u7684\u81ea\u4e3e\u64cd\u4f5c\uff0c\u800c\u662f\u5728\u6bcf\u6b21\u540c\u6001\u4e58\u6cd5\u4e4b\u540e\uff0c\u901a\u8fc7\u51cf\u5c0f\u5bc6\u6587\u7684\u6a21\u6570\u6765\u6309\u6bd4\u4f8b\u964d\u4f4e\u566a\u97f3\u76f8\u5bf9\u6a21\u6570\u7684\u5927\u5c0f\u3002\u8fd9\u6709\u6548\u5730\u201c\u4e70\u201d\u5f97\u4e86\u66f4\u591a\u7684\u8ba1\u7b97\u5c42\u7ea7\u3002 \u53ea\u6709\u5f53\u6240\u6709\u7684\u9884\u8bbe\u5c42\u7ea7\u7528\u5c3d\uff0c\u4e14\u9700\u8981\u8fdb\u884c\u66f4\u6df1\u5c42\u6b21\u7684\u8ba1\u7b97\u65f6\uff0c\u624d\u9700\u8981\u6267\u884c\u5b8c\u6574\u7684\u81ea\u4e3e\u64cd\u4f5c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">BFV \u65b9\u6848\u4e3b\u8981\u7528\u4e8e\u7cbe\u786e\u7684\u6574\u6570\u7b97\u672f\u3002\u5bf9 BFV \u7684\u4f18\u5316\u7740\u91cd\u4e8e\u964d\u4f4e\u521d\u59cb\u566a\u97f3\u548c\u4f18\u5316\u6a21\u5207\u6362\u8fc7\u7a0b\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u9884\u5148\u8ba1\u7b97 \u230atq\u230bm\u2192\u230atqm\u230b \u7684\u65b9\u5f0f\u6765\u51cf\u5c11\u521d\u59cb\u566a\u97f3\u3002\u53e6\u4e00\u9879\u91cd\u8981\u4f18\u5316\u662f\u5728\u91cd\u7ebf\u6027\u5316\u64cd\u4f5c\u4e4b\u540e\u6267\u884c\u6a21\u5207\u6362\uff0c\u4ece\u800c\u51cf\u5c0f\u6a21\u5207\u6362\u6240\u9700\u7684\u7ef4\u5ea6\u3002\u6b64\u5916\uff0c\u5bf9 BFV \u6a21\u6570\u8fdb\u884c\u5206\u5c42\u5904\u7406\uff0c\u5e76\u5728\u4e58\u6cd5\u540e\u5207\u6362\u5230\u66f4\u5c0f\u7684\u6a21\u6570\uff0c\u53ef\u4ee5\u51cf\u7f13\u566a\u97f3\u589e\u957f\u901f\u5ea6\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>CKKS \u7c7b\u65b9\u6848\uff08Cheon-Kim-Kim-Song\uff09\uff1a\u8fd1\u4f3c\u540c\u6001\u52a0\u5bc6<\/strong> <\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">CKKS \u65b9\u6848\u662f\u4e13\u95e8\u4e3a\u5904\u7406\u5b9e\u6570\u6216\u590d\u6570\u4e0a\u7684\u540c\u6001\u8ba1\u7b97\u800c\u8bbe\u8ba1\u7684\uff0c\u652f\u6301\u8fd1\u4f3c\u8ba1\u7b97\uff0c\u8fd9\u5bf9\u4e8e\u7edf\u8ba1\u5206\u6790\u3001\u673a\u5668\u5b66\u4e60\u548c AI \u5e94\u7528\u81f3\u5173\u91cd\u8981\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6838\u5fc3\u5047\u8bbe\uff1aCKKS \u65b9\u6848\u5efa\u7acb\u5728 RLWE \u7684\u4ee3\u6570\u7ed3\u6784\u4e0a\uff0c\u56e0\u6b64\u5b83\u5929\u7136\u652f\u6301 SIMD \u5e76\u884c\u64cd\u4f5c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u566a\u97f3\u5904\u7406\u4e0e\u7cbe\u5ea6\uff1aCKKS \u5728\u8bbe\u8ba1\u4e0a\u5141\u8bb8\u5b58\u5728\u53ef\u63a7\u7684\u8bef\u5dee\uff0c\u8fd9\u4e9b\u8bef\u5dee\u88ab\u7528\u4e8e\u7f16\u7801\u6d6e\u70b9\u6570\u7684\u7cbe\u5ea6\u3002\u56e0\u6b64\uff0cCKKS \u7684\u4f18\u5316\u91cd\u70b9\u5728\u4e8e\u63d0\u5347\u81ea\u4e3e\u540e\u7684\u8ba1\u7b97\u7cbe\u5ea6\u3002\u7814\u7a76\u4eba\u5458\u901a\u8fc7\u4f7f\u7528\u4e0d\u540c\u7684\u8fd1\u4f3c\u51fd\u6570\u6765\u7cbe\u786e\u5730\u5b9e\u73b0\u6a21\u7ea6\u51cf\u64cd\u4f5c\u3002\u6839\u636e\u6280\u672f\u8def\u7ebf\u7684\u4e0d\u540c\uff0cCKKS \u7c7b\u65b9\u6848\u7684\u81ea\u4e3e\u7cbe\u5ea6\u8303\u56f4\u5e7f\u6cdb\uff0c\u4ece 24 \u4f4d\u5230\u76ee\u524d\u6700\u9ad8\u7684 255 \u4f4d\u4e0d\u7b49 \u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"902\" height=\"602\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/CKKS.png\" alt=\"CKKS\" class=\"wp-image-3389\" style=\"width:600px\" srcset=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/CKKS.png 902w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/CKKS-300x200.png 300w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/CKKS-768x513.png 768w\" sizes=\"(max-width: 902px) 100vw, 902px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">FHE \u4e3a\u5e94\u5bf9\u73b0\u4ee3\u6570\u636e\u9690\u79c1\u6311\u6218\u63d0\u4f9b\u4e86\u72ec\u7279\u7684\u4f18\u52bf\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6570\u636e\u4e3b\u6743\u4e0e\u9690\u79c1\u4fdd\u62a4\uff1aFHE \u7684\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\u5176\u80fd\u591f\u5728\u4e0d\u4fe1\u4efb\u7684\u73af\u5883\u4e2d\u5bf9\u654f\u611f\u6570\u636e\u6267\u884c\u8ba1\u7b97\uff0c\u800c\u65e0\u9700\u5411\u670d\u52a1\u63d0\u4f9b\u5546\u66b4\u9732\u6570\u636e\u5185\u5bb9\u3002\u8fd9\u6781\u5927\u5730\u589e\u5f3a\u4e86\u6570\u636e\u9690\u79c1\u7684\u4fdd\u62a4\uff0c\u5e76\u652f\u6301\u6570\u636e\u6240\u6709\u6743\u548c\u63a7\u5236\u6743\u7684\u5206\u79bb\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u652f\u6301\u4efb\u610f\u8ba1\u7b97\uff1aFHE \u901a\u8fc7\u652f\u6301\u52a0\u6cd5\u548c\u4e58\u6cd5\u4e24\u79cd\u57fa\u672c\u8fd0\u7b97\uff0c\u5b9e\u73b0\u4e86\u5bf9\u4efb\u610f\u590d\u6742\u51fd\u6570\u7684\u56fe\u7075\u5b8c\u5907\u8ba1\u7b97\u80fd\u529b\u3002\u8fd9\u4f7f\u5f97 FHE \u53ef\u4ee5\u5e94\u7528\u4e8e\u590d\u6742\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bc4\u4f30\u3001\u57fa\u56e0\u7ec4\u5b66\u5206\u6790\u548c\u91d1\u878d\u5efa\u6a21\u7b49\u901a\u7528\u573a\u666f\uff0c\u800c\u8fd9\u662f\u90e8\u5206\u540c\u6001\u52a0\u5bc6\u65b9\u6848\u6240\u65e0\u6cd5\u4f01\u53ca\u7684\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7406\u8bba\u4e0a\u7684\u6297\u91cf\u5b50\u5b89\u5168\u6027\uff1a\u73b0\u4ee3 FHE \u65b9\u6848\uff08\u57fa\u4e8e LWE\/RLWE\uff09\u4f9d\u8d56\u4e8e\u683c\u4e0a\u7684\u56f0\u96be\u95ee\u9898\u3002\u8fd9\u4e9b\u95ee\u9898\u88ab\u5bc6\u7801\u5b66\u754c\u666e\u904d\u8ba4\u4e3a\u5177\u6709\u6297\u91cf\u5b50\u653b\u51fb\u7684\u6f5c\u529b\uff0c\u4e3a FHE \u63d0\u4f9b\u4e86\u8d85\u8d8a\u4f20\u7edf RSA \u548c ECC \u7b49\u7ecf\u5178\u516c\u94a5\u7b97\u6cd5\u7684\u957f\u671f\u5b89\u5168\u4f18\u52bf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9ad8\u541e\u5410\u91cf\uff08SIMD\uff09\uff1a\u91c7\u7528 RLWE \u7ed3\u6784\u7684\u65b9\u6848\uff08\u5982 BGV \u548c CKKS\uff09\u901a\u8fc7\u6d88\u606f\u6253\u5305\u6280\u672f\u5b9e\u73b0\u4e86 SIMD \u64cd\u4f5c\u3002\u8fd9\u4f7f\u5f97 FHE \u80fd\u591f\u4ee5\u6279\u91cf\u65b9\u5f0f\u5904\u7406\u6570\u636e\uff0c\u663e\u8457\u5f25\u8865\u4e86\u5355\u6b21\u540c\u6001\u64cd\u4f5c\u6240\u5e26\u6765\u7684\u5de8\u5927\u6027\u80fd\u5f00\u9500\uff0c\u63d0\u9ad8\u4e86\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u6570\u636e\u5904\u7406\u541e\u5410\u91cf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c3d\u7ba1 FHE \u53d6\u5f97\u4e86\u663e\u8457\u8fdb\u6b65\uff0c\u4f46\u5176\u4ea7\u4e1a\u5316\u5e94\u7528\u4ecd\u9762\u4e34\u591a\u91cd\u6311\u6218\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8ba1\u7b97\u6027\u80fd\u74f6\u9888\uff1a\u5c3d\u7ba1\u81ea Gentry \u65b9\u6848\u4ee5\u6765\uff0c\u81ea\u4e3e\u65f6\u95f4\u5df2\u4ece 30 \u5206\u949f\u7f29\u77ed\u81f3\u6beb\u79d2\u7ea7\u522b\uff0c\u4f46\u4e0e\u5728\u660e\u6587\u4e0a\u6267\u884c\u7684\u8ba1\u7b97\u76f8\u6bd4\uff0c\u540c\u6001\u8fd0\u7b97\u7684\u8ba1\u7b97\u6210\u672c\u4ecd\u7136\u9ad8\u5f97\u591a\u3002\u81ea\u4e3e\u64cd\u4f5c\u7684\u8ba1\u7b97\u4ee3\u4ef7\u4f9d\u7136\u6602\u8d35\uff0c\u662f\u5f53\u524d FHE \u7b97\u6cd5\u6700\u4e3b\u8981\u7684\u6027\u80fd\u74f6\u9888\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bc6\u6587\u6269\u5c55\u5bfc\u81f4\u7684\u5b58\u50a8\u5f00\u9500\uff1aFHE \u5bc6\u6587\u901a\u5e38\u6bd4\u539f\u59cb\u660e\u6587\u6570\u636e\u5927\u5f97\u591a\u3002\u8fd9\u79cd\u5bc6\u6587\u6269\u5c55\u5bfc\u81f4\u4e86\u5de8\u5927\u7684\u5b58\u50a8\u9700\u6c42\u548c\u5e26\u5bbd\u6d88\u8017\uff0c\u589e\u52a0\u4e86\u7cfb\u7edf\u7684\u590d\u6742\u6027\u548c\u8fd0\u7ef4\u6210\u672c\u3002\u4f8b\u5982\uff0cLWE\/RLWE \u5bc6\u6587\u4e3a\u4e86\u62b5\u6297\u566a\u97f3\u548c\u652f\u6301\u91cd\u7ebf\u6027\u5316\uff0c\u9700\u8981\u591a\u4e2a\u9ad8\u7ef4\u5ea6\u7684\u591a\u9879\u5f0f\u6765\u8868\u793a\u4e00\u4e2a\u660e\u6587\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bc6\u94a5\u7ba1\u7406\u7684\u590d\u6742\u6027\uff1aFHE \u9700\u8981\u7ba1\u7406\u590d\u6742\u7684\u5bc6\u94a5\u7ed3\u6784\uff0c\u7279\u522b\u662f\u91cd\u7ebf\u6027\u5316\u548c\u81ea\u4e3e\u6240\u9700\u7684\u8bc4\u4f30\u5bc6\u94a5\uff0c\u8fd9\u4e9b\u5bc6\u94a5\u5c3a\u5bf8\u5e9e\u5927\u4e14\u7ba1\u7406\u96be\u5ea6\u9ad8\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u591a\u65b9\u5b89\u5168\u8ba1\u7b97\uff08MPC\uff09<\/strong> <\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>MPC \u7684\u6838\u5fc3\u8303\u5f0f\u4e0e\u6570\u5b66\u5b9a\u4e49<\/strong> <\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u591a\u65b9\u5b89\u5168\u8ba1\u7b97\uff08Secure Multi-Party Computation\uff0cMPC\uff09\u662f\u5bc6\u7801\u5b66\u9886\u57df\u7684\u6838\u5fc3\u7814\u7a76\u4e4b\u4e00\uff0c\u5176\u76ee\u6807\u5728\u4e8e\u89e3\u51b3\u6570\u636e\u9690\u79c1\u548c\u534f\u540c\u8ba1\u7b97\u4e4b\u95f4\u7684\u6839\u672c\u51b2\u7a81\u3002MPC \u5141\u8bb8 n \u4e2a\u4e92\u4e0d\u4fe1\u4efb\u7684\u53c2\u4e0e\u65b9 P1\uff0c\u2026\uff0cPn \u5728\u4e0d\u6cc4\u9732\u5404\u81ea\u79c1\u6709\u8f93\u5165 x1\uff0c\u2026\uff0cxn \u7684\u524d\u63d0\u4e0b\uff0c\u5171\u540c\u8ba1\u7b97\u4e00\u4e2a\u9884\u5b9a\u4e49\u51fd\u6570 F\uff08x1\uff0c\u2026\uff0cxn\uff09=y\u3002\u8fd9\u4e00\u8303\u5f0f\u901a\u8fc7\u5c06\u51fd\u6570\u8f6c\u6362\u4e3a\u6613\u4e8e\u52a0\u5bc6\u5904\u7406\u7684\u57fa\u672c\u64cd\u4f5c\u5355\u5143\uff0c\u4ece\u800c\u5728\u5bc6\u6587\u6216\u5171\u4eab\u6570\u636e\u4e0a\u6267\u884c\u8ba1\u7b97\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">MPC \u7684\u5b89\u5168\u6027\u4e3b\u8981\u7531\u4e24\u4e2a\u6838\u5fc3\u5c5e\u6027\u5b9a\u4e49\uff1a\u8f93\u5165\u9690\u79c1\u6027\u548c\u7ed3\u679c\u6b63\u786e\u6027\u3002\u8f93\u5165\u9690\u79c1\u6027\u8981\u6c42\u4efb\u4f55\u53c2\u4e0e\u65b9\u6216\u5916\u90e8\u653b\u51fb\u8005\u90fd\u65e0\u6cd5\u4ece\u534f\u8bae\u7684\u6267\u884c\u8fc7\u7a0b\u4e2d\u5b66\u4e60\u5230\u5176\u4ed6\u65b9\u8f93\u5165\u7684\u4efb\u4f55\u4fe1\u606f\uff0c\u9664\u975e\u662f\u8ba1\u7b97\u7ed3\u679c\u672c\u8eab\u6240\u8574\u542b\u7684\u4fe1\u606f\u3002\u7ed3\u679c\u6b63\u786e\u6027\u5219\u4fdd\u8bc1\u534f\u8bae\u7684\u8f93\u51fa y \u5fc5\u987b\u51c6\u786e\u5730\u7b49\u4e8e\u51fd\u6570 F \u5728\u6240\u6709\u8f93\u5165\u4e0a\u7684\u8ba1\u7b97\u7ed3\u679c\uff0c\u5e76\u4e14\u9632\u6b62\u8150\u8d25\u65b9\u5f71\u54cd\u8f93\u51fa\u7684\u6709\u6548\u6027\u3002\u6839\u636e\u5e95\u5c42\u52a0\u5bc6\u539f\u8bed\u7684\u4e0d\u540c\uff0cMPC \u534f\u8bae\u53ef\u5927\u81f4\u5206\u4e3a\u4e24\u5927\u7c7b\uff1a\u57fa\u4e8e\u6df7\u6dc6\u7535\u8def\uff08Garbled Circuits\uff0cGC\uff09\u7684\u534f\u8bae\u548c\u57fa\u4e8e\u79d8\u5bc6\u5171\u4eab\uff08Secret Sharing\uff0cSS\uff09\u7684\u534f\u8bae\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"902\" height=\"602\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Multi-Party-Computation-MPC.png\" alt=\"Multi-Party Computation (MPC)\" class=\"wp-image-3390\" style=\"width:600px\" srcset=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Multi-Party-Computation-MPC.png 902w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Multi-Party-Computation-MPC-300x200.png 300w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Multi-Party-Computation-MPC-768x513.png 768w\" sizes=\"(max-width: 902px) 100vw, 902px\" \/><\/figure>\n<\/div>\n\n\n<h4 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u62a5\u544a\u7684\u9636\u6bb5\u6027\u5212\u5206\u4e0e\u5386\u53f2\u91cc\u7a0b\u7891\u6982\u89c8<\/strong> <\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">MPC \u7684\u53d1\u5c55\u5e76\u975e\u7ebf\u6027\u7684\uff0c\u800c\u662f\u7ecf\u5386\u4e86\u4ece\u62bd\u8c61\u6570\u5b66\u6982\u5ff5\u5230\u5b9e\u7528\u5316\u5de5\u7a0b\u7cfb\u7edf\u7684\u8de8\u8d8a\u3002\u672c\u62a5\u544a\u5c06 MPC \u7684\u6f14\u8fdb\u5206\u4e3a\u51e0\u4e2a\u5173\u952e\u9636\u6bb5\uff0c\u65e8\u5728\u7cbe\u786e\u5206\u6790\u5176\u7406\u8bba\u57fa\u7840\u7684\u6784\u5efa\u3001\u5b89\u5168\u6807\u51c6\u7684\u5347\u7ea7\u3001\u5de5\u7a0b\u6548\u7387\u7684\u7a81\u7834\u4ee5\u53ca\u6700\u7ec8\u7684\u4ea7\u4e1a\u843d\u5730\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u7406\u8bba\u5960\u57fa\u4e0e\u53ef\u884c\u6027\u8bc1\u660e\uff1a\u786e\u7acb\u4e86 MPC \u7684\u4e24\u79cd\u57fa\u7840\u534f\u8bae\u8303\u5f0f\u3002<\/li>\n\n\n\n<li>\u7406\u8bba\u6df1\u5316\u4e0e\u6a21\u578b\u62d3\u5c55\uff1a\u5f15\u5165\u7cfb\u7edf\u7ea7\u5b89\u5168\u6846\u67b6\u3002<\/li>\n\n\n\n<li>\u6548\u7387\u7a81\u7834\u4e0e\u8d70\u51fa\u7eaf\u7406\u8bba\uff1a\u901a\u8fc7\u4ee3\u6570\u4f18\u5316\u548c\u6df7\u5408\u534f\u8bae\uff0c\u5c06 MPC \u4ece\u5b66\u672f\u539f\u578b\u63a8\u5411\u5de5\u7a0b\u53ef\u884c\u3002<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">BenFen\u9690\u79c1\u652f\u4ed8\u7cfb\u7edf\u4f53\u73b0\u4e86\u8fd9\u4e9b\u9636\u6bb5\u7684\u4ea7\u4e1a\u843d\u5730\uff0c\u5176 FAST MPC \u6a21\u5757\u5728\u521d\u59cb\u7248\u672c\u4e2d\u5168\u90e8\u4f7f\u7528 MPC \u5b9e\u73b0\u4fdd\u5bc6\u4ea4\u6613\u751f\u6210\u4e0e\u9a8c\u8bc1\uff0c\u540e\u7eed\u8fed\u4ee3\u8ba1\u5212\u878d\u5408 FHE \u7b49\u534f\u8bae\uff0c\u63d0\u4f9b\u66f4\u590d\u6742\u7684\u529f\u80fd\uff0c\u5982\u6539\u8fdb\u578b MPC \u4e0e\u9ad8\u7ea7\u5bc6\u7801\u5b66\u878d\u5408\u67b6\u6784\uff0c\u652f\u6301\u79d2\u7ea7\u9690\u79c1\u786e\u8ba4\u548c\u96f6 Gas \u8d39\u4f53\u9a8c\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u7406\u8bba\u5960\u57fa\u4e0e\u53ef\u884c\u6027\u8bc1\u660e<\/strong> <\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">1980 \u5e74\u4ee3\u6807\u5fd7\u7740 MPC \u7406\u8bba\u7684\u5f00\u7aef\uff0c\u5176\u6838\u5fc3\u8d21\u732e\u5728\u4e8e\u8bc1\u660e\u4e86\u901a\u7528\u5b89\u5168\u8ba1\u7b97\u7684\u53ef\u884c\u6027\uff0c\u5e76\u786e\u7acb\u4e86\u4e24\u79cd\u6839\u672c\u6027\u7684\u534f\u8bae\u7ed3\u6784\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u59da\u6c0f\u6df7\u6dc6\u7535\u8def\uff08Yao\u2019s Garbled Circuits\uff0cGC\uff09<\/strong> <\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\u59da\u6c0f\u6df7\u6dc6\u7535\u8def\u534f\u8bae\u662f\u5b89\u5168\u8ba1\u7b97\u9886\u57df\u6700\u5177\u6807\u5fd7\u6027\u7684\u6280\u672f\u3002\u867d\u7136\u8fd9\u4e00\u6280\u672f\u6700\u521d\u7684\u6784\u601d\u53ef\u4ee5\u8ffd\u6eaf\u5230\u59da\u671f\u667a\u5728 1982 \u5e74\u63d0\u51fa\u7684\u201c\u767e\u4e07\u5bcc\u7fc1\u95ee\u9898\u201d(Millionaires&#8217; Problem)\uff0c\u4f46 GC \u7684\u5b8c\u6574\u534f\u8bae\u53ca\u5176\u5e94\u7528\u7ec6\u8282\u4e3b\u8981\u5728\u968f\u540e\u7684\u7814\u7a76\u4e2d\u88ab\u9610\u8ff0\u3002GC \u534f\u8bae\u7684\u6838\u5fc3\u5728\u4e8e\u53cc\u8fb9\u8ba1\u7b97\uff0c\u5b83\u5141\u8bb8\u4e24\u4e2a\u4e92\u4e0d\u4fe1\u4efb\u7684\u53c2\u4e0e\u65b9\u5728\u65e0\u7b2c\u4e09\u65b9\u7684\u60c5\u51b5\u4e0b\uff0c\u5b89\u5168\u5730\u8bc4\u4f30\u4e00\u4e2a\u51fd\u6570\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">GC \u7684\u673a\u5236\u8981\u6c42\u5c06\u5f85\u8ba1\u7b97\u7684\u4efb\u610f\u51fd\u6570\u8f6c\u6362\u4e3a\u4e00\u4e2a\u5e03\u5c14\u7535\u8def\u3002\u534f\u8bae\u4e2d\u6709\u4e24\u4e2a\u4e3b\u8981\u89d2\u8272\uff1a\u201c\u6df7\u6dc6\u8005\u201d\uff08Garbler\uff09\u548c\u201c\u6c42\u503c\u8005\u201d\uff08Evaluator\uff09\u3002\u6df7\u6dc6\u8005\u751f\u6210\u6df7\u6dc6\u7535\u8def\uff0c\u5b83\u5305\u542b\u7528\u52a0\u5bc6\u5bc6\u94a5\u66ff\u4ee3\u771f\u503c\u8868\u7684\u52a0\u5bc6\u95e8\u3002 \u6c42\u503c\u8005\u63a5\u6536\u6df7\u6dc6\u7535\u8def\uff0c\u5e76\u901a\u8fc7\u4e0d\u7ecf\u610f\u4f20\u8f93\uff08Oblivious Transfer\uff0cOT\uff09\u673a\u5236\u5b89\u5168\u5730\u83b7\u53d6\u5176\u8f93\u5165\u7684\u5bc6\u94a5\u6807\u7b7e\uff0c\u7136\u540e\u6839\u636e\u8fd9\u4e9b\u5bc6\u94a5\u5bf9\u7535\u8def\u8fdb\u884c\u6c42\u503c\u3002GC \u534f\u8bae\u7684\u663e\u8457\u4f18\u52bf\u5728\u4e8e\u5176\u5e38\u6570\u8f6e\u901a\u4fe1\u7279\u6027\u3002\u65e0\u8bba\u5e03\u5c14\u7535\u8def\u7684\u6df1\u5ea6\u6216\u89c4\u6a21\u5982\u4f55\uff0c\u901a\u4fe1\u8f6e\u6570\u90fd\u662f\u56fa\u5b9a\u7684\u3002\u8fd9\u4e00\u70b9\u5bf9\u4e8e\u5e7f\u57df\u7f51\u90e8\u7f72\u4e2d\u7684\u4f4e\u5ef6\u8fdf\u5e94\u7528\u81f3\u5173\u91cd\u8981\uff0c\u56e0\u4e3a\u5b83\u53ef\u4ee5\u6709\u6548\u5730\u907f\u514d\u4e0e\u7f51\u7edc\u5ef6\u8fdf\u76f8\u5173\u7684\u6602\u8d35\u5f00\u9500\u3002\u7136\u800c\uff0c\u539f\u59cb\u7684 GC \u534f\u8bae\u5929\u7136\u9002\u7528\u4e8e\u53cc\u8fb9\u8ba1\u7b97\uff0c\u5c06\u5176\u63a8\u5e7f\u5230\u591a\u65b9\u573a\u666f\u9700\u8981\u5f15\u5165\u989d\u5916\u4e14\u590d\u6742\u7684\u673a\u5236\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"902\" height=\"602\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Yaos-Garbled-Circuits-GC.png\" alt=\"Yao's Garbled Circuits (GC)\" class=\"wp-image-3391\" style=\"width:600px\" srcset=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Yaos-Garbled-Circuits-GC.png 902w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Yaos-Garbled-Circuits-GC-300x200.png 300w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Yaos-Garbled-Circuits-GC-768x513.png 768w\" sizes=\"(max-width: 902px) 100vw, 902px\" \/><\/figure>\n<\/div>\n\n\n<h5 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>GMW \u534f\u8bae\u4e0e BGW \u534f\u8bae<\/strong> <\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0e\u57fa\u4e8e GC \u7684\u8ba1\u7b97\u5b89\u5168\u8def\u5f84\u4e0d\u540c\uff0c1987\u5e74 Goldreich\u3001Micali \u548c Wigderson\u63d0\u51fa\u7684\u534f\u8baeGMW\u4e3a\u901a\u7528\u591a\u65b9\u8ba1\u7b97\u63d0\u4f9b\u4e86\u4e00\u6761\u57fa\u4e8e\u79d8\u5bc6\u5171\u4eab\u548c\u4fe1\u606f\u8bba\u5b89\u5168\u7684\u8def\u5f84\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">GMW \u534f\u8bae\u5de5\u4f5c\u4e8e\u5e03\u5c14\u7535\u8def\u4e4b\u4e0a\uff0c\u5176\u4e3b\u8981\u673a\u5236\u4f9d\u8d56\u4e8e\u5c06\u8f93\u5165\u79d8\u5bc6\u5206\u4eab\u7ed9\u6240\u6709\u53c2\u4e0e\u65b9\u3002\u5728 GMW \u534f\u8bae\u4e0b\uff0c\u5982\u679c\u8150\u8d25\u65b9\u7684\u6570\u91cf t \u6ee1\u8db3\u8bda\u5b9e\u591a\u6570\u6761\u4ef6\uff0c\u5219\u534f\u8bae\u53ef\u4ee5\u5b9e\u73b0\u65e0\u6761\u4ef6\u7684\u5b89\u5168\uff0c\u5373\u4fe1\u606f\u8bba\u5b89\u5168\uff0c\u65e0\u9700\u4f9d\u8d56\u4efb\u4f55\u8ba1\u7b97\u590d\u6742\u6027\u5047\u8bbe\u3002\u8fd9\u610f\u5473\u7740\uff0c\u5373\u4f7f\u653b\u51fb\u8005\u62e5\u6709\u65e0\u9650\u7684\u8ba1\u7b97\u80fd\u529b\uff0c\u4e5f\u65e0\u6cd5\u4ece\u5171\u4eab\u4fe1\u606f\u4e2d\u5b66\u4e60\u5230\u79d8\u5bc6\u8f93\u5165\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0e\u4e4b\u5e76\u5217\u7684\u662f BGW \u534f\u8bae\uff08Ben-Or-Goldwasser-Wigderson\uff09\uff0c\u8be5\u534f\u8bae\u540c\u6837\u57fa\u4e8e\u79d8\u5bc6\u5171\u4eab\uff0c\u4f46\u4e3b\u8981\u5e94\u7528\u4e8e\u7b97\u672f\u7535\u8def\u800c\u975e\u5e03\u5c14\u7535\u8def\u3002\u4e0e GC \u4e0d\u540c\uff0cGMW \u548c BGW \u534f\u8bae\u7684\u901a\u4fe1\u8f6e\u6570\u901a\u5e38\u53d6\u51b3\u4e8e\u5f85\u8ba1\u7b97\u51fd\u6570\u7684\u7535\u8def\u6df1\u5ea6\u3002\u8fd9\u79cd\u7279\u6027\u4f7f\u5f97\u5b83\u4eec\u5728\u7f51\u7edc\u5ef6\u8fdf\u8f83\u5927\u7684\u73af\u5883\u4e2d\uff0c\u6027\u80fd\u8868\u73b0\u5f80\u5f80\u4e0d\u5982\u5e38\u6570\u8f6e\u7684 GC \u534f\u8bae\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"902\" height=\"602\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/GMW-Protocol-and-BGW-Protocol.png\" alt=\"GMW Protocol and BGW Protocol\" class=\"wp-image-3392\" style=\"width:600px\" srcset=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/GMW-Protocol-and-BGW-Protocol.png 902w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/GMW-Protocol-and-BGW-Protocol-300x200.png 300w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/GMW-Protocol-and-BGW-Protocol-768x513.png 768w\" sizes=\"(max-width: 902px) 100vw, 902px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">MPC \u7684\u7406\u8bba\u5960\u57fa\u9636\u6bb5\u786e\u7acb\u4e86\u4e24\u79cd\u76f8\u4e92\u72ec\u7acb\u7684\u5b89\u5168\u6027\u8303\u5f0f\u3002GC \u534f\u8bae\u63d0\u4f9b\u4e86\u5e38\u6570\u8f6e\u3001\u8ba1\u7b97\u5b89\u5168\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u91cd\u70b9\u5728\u4e8e\u4f18\u5316\u4f4e\u5ef6\u8fdf\uff1b\u800c GMW\/BGW \u534f\u8bae\u5219\u63d0\u4f9b\u4e86\u4fe1\u606f\u8bba\u5b89\u5168\u3001\u4f9d\u8d56\u7535\u8def\u6df1\u5ea6\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u91cd\u70b9\u5728\u4e8e\u591a\u65b9\u9c81\u68d2\u6027\u3002\u8fd9\u79cd\u5206\u53c9\u5728\u7406\u8bba\u4e0a\u662f\u5fc5\u8981\u7684\uff0c\u56e0\u4e3a\u5b83\u63ed\u793a\u4e86\u5728\u4e0d\u727a\u7272\u8ba1\u7b97\u5047\u8bbe\u7684\u524d\u63d0\u4e0b\uff0c\u8981\u5b9e\u73b0\u5e38\u6570\u8f6e\u548c\u591a\u65b9\u4fe1\u606f\u8bba\u5b89\u5168\u4e4b\u95f4\u7684\u5185\u5728\u77db\u76fe\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c3d\u7ba1\u79d8\u5bc6\u5171\u4eab\u672c\u8eab\u4e0d\u662f\u4e00\u4e2a\u5b8c\u6574\u7684 MPC \u534f\u8bae\uff0c\u4f46\u5b83\u662f GMW\/BGW \u7b49\u591a\u65b9\u534f\u8bae\u7684\u57fa\u7840\u5de5\u5177\u7bb1\uff0c\u7528\u4e8e\u5b89\u5168\u5730\u8bc4\u4f30\u51fd\u6570\u3001\u62b5\u5fa1\u6076\u610f\u884c\u4e3a\u3002\u7136\u800c\uff0c\u5728\u8fd9\u4e00\u9636\u6bb5\uff0cMPC \u9762\u4e34\u7684\u4e3b\u8981\u6311\u6218\u662f\u7f3a\u4e4f\u4e00\u4e2a\u80fd\u591f\u540c\u65f6\u5b9e\u73b0\u9ad8\u6548\u7387\u3001\u591a\u65b9\u652f\u6301\u3001\u4fe1\u606f\u8bba\u5b89\u5168\u548c\u5e38\u6570\u8f6e\u901a\u4fe1\u7684\u901a\u7528\u534f\u8bae\u3002MPC \u7684\u521d\u59cb\u5b9e\u73b0\u9762\u4e34\u7740\u5de8\u5927\u7684\u901a\u4fe1\u5f00\u9500\u548c\u590d\u6742\u6027\uff0c\u9650\u5236\u4e86\u5176\u5728\u5b9e\u9645\u573a\u666f\u4e2d\u7684\u5e94\u7528\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u7406\u8bba\u6df1\u5316\u4e0e\u6a21\u578b\u62d3\u5c55<\/strong> <\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728 MPC \u7684\u53ef\u884c\u6027\u5f97\u5230\u8bc1\u660e\u540e\uff0c\u7814\u7a76\u7684\u7126\u70b9\u8f6c\u5411\u4e86\u5982\u4f55\u5b9a\u4e49\u548c\u786e\u4fdd\u534f\u8bae\u5728\u590d\u6742\u3001\u52a8\u6001\u548c\u7ec4\u5408\u73af\u5883\u4e2d\u7684\u5b89\u5168\u6027\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u901a\u7528\u53ef\u7ec4\u5408\u6027\uff08UC\uff09\u6846\u67b6<\/strong> <\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Ran Canetti \u5728 2001 \u5e74\u5de6\u53f3\u63d0\u51fa\u4e86\u901a\u7528\u53ef\u7ec4\u5408\u6027\uff08Universal Composability\uff0cUC\uff09\u6846\u67b6\uff0c\u65e8\u5728\u89e3\u51b3\u4f20\u7edf\u5bc6\u7801\u5b66\u6a21\u578b\u4e2d\u534f\u8bae\u7684\u5b89\u5168\u6027\u95ee\u9898\u3002\u4f20\u7edf\u5b89\u5168\u5b9a\u4e49\u5f80\u5f80\u53ea\u5173\u6ce8\u534f\u8bae\u7684\u201c\u72ec\u7acb\u201d\uff08stand-alone\uff09\u5b89\u5168\u6027\uff0c\u800c\u5ffd\u7565\u4e86\u5f53\u534f\u8bae\u4f5c\u4e3a\u5b50\u7a0b\u5e8f\u4e0e\u5176\u4ed6\u534f\u8bae\u5e76\u884c\u6216\u5d4c\u5957\u4f7f\u7528\u65f6\u53ef\u80fd\u4ea7\u751f\u7684\u6f0f\u6d1e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">UC \u6846\u67b6\u7684\u6838\u5fc3\u601d\u60f3\u662f\u5c06\u534f\u8bae\u7684\u5b89\u5168\u6027\u5b9a\u4e49\u4e3a\u4e0e\u4e00\u4e2a\u201c\u7406\u60f3\u529f\u80fd\u201d\u7684\u7b49\u6548\u6027\u3002\u7406\u60f3\u529f\u80fd\u662f\u7406\u8bba\u4e0a\u62bd\u8c61\u7684\u3001\u5b8c\u5168\u5b89\u5168\u7684\u5b9e\u4f53\uff0c\u5b83\u5b8c\u7f8e\u5730\u6267\u884c\u6240\u9700\u7684\u8ba1\u7b97\u548c\u5b89\u5168\u4fdd\u8bc1\u3002\u5982\u679c\u4e00\u4e2a\u771f\u5b9e\u534f\u8bae P \u5728\u4efb\u4f55\u73af\u5883\u4e2d\u90fd\u4e0e\u8fd9\u4e2a\u7406\u60f3\u529f\u80fd F \u65e0\u6cd5\u533a\u5206\uff0c\u5219 P \u662f UC \u5b89\u5168\u7684\u3002UC \u6846\u67b6\u5728\u4ea4\u4e92\u5f0f\u56fe\u7075\u673a\u6a21\u578b\u4e2d\u5bf9\u534f\u8bae\u8fdb\u884c\u5efa\u6a21\uff0c\u8fd9\u4e9b\u673a\u5668\u901a\u8fc7\u8bfb\u5199\u901a\u4fe1\u5e26\u6fc0\u6d3b\u5f7c\u6b64\uff0c\u6a21\u62df\u8ba1\u7b97\u7f51\u7edc\u4e2d\u7684\u901a\u4fe1\u548c\u8ba1\u7b97\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">UC \u6846\u67b6\u7684\u5f15\u5165\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u5bc6\u7801\u5b66\u534f\u8bae\u7684\u8bbe\u8ba1\u6807\u51c6\uff0c\u6210\u4e3a\u73b0\u4ee3\u5bc6\u7801\u5b66\u534f\u8bae\u5b89\u5168\u5206\u6790\u7684\u901a\u7528\u8bed\u8a00\u3002\u7136\u800c\uff0cUC \u4e5f\u5f88\u5feb\u63ed\u793a\u4e86\u7406\u8bba\u4e0a\u7684\u9650\u5236\u3002UC \u6a21\u578b\u4e0b\u7684\u7814\u7a76\u8868\u660e\uff0c\u5728\u201c\u7eaf\u6a21\u578b\u201d\u4e0b\uff0c\u5b9e\u73b0 UC \u5b89\u5168\u7684\u591a\u65b9\u8ba1\u7b97\u662f\u4e0d\u53ef\u80fd\u7684\u3002\u8fd9\u4e00\u4e0d\u53ef\u80fd\u6027\u7ed3\u679c\u8feb\u4f7f\u7814\u7a76\u4eba\u5458\u8f6c\u5411\u975e\u7eaf\u6a21\u578b\uff0c\u4f8b\u5982\u4f9d\u8d56\u4e8e\u975e\u5ef6\u5c55\u627f\u8bfa\u6216\u5176\u4ed6\u5f62\u5f0f\u7684\u516c\u5171\u8bbe\u7f6e\u5047\u8bbe\u3002\u8fd9\u610f\u5473\u7740\uff0c\u4e3a\u4e86\u5728\u590d\u6742\u7cfb\u7edf\u7ea7\u73af\u5883\u4e2d\u5b9e\u73b0\u5b89\u5168\u6027\uff0cMPC \u534f\u8bae\u5fc5\u987b\u4f9d\u8d56\u4e8e\u67d0\u4e9b\u57fa\u7840\u8bbe\u65bd\u7684\u9884\u8bbe\uff0c\u800c\u4e0d\u80fd\u662f\u5b8c\u5168\u5b64\u7acb\u7684\u534f\u8bae\u3002\u6b64\u5916\uff0cUC \u6846\u67b6\u5bf9\u5f02\u6b65\u901a\u4fe1\u548c\u7f51\u7edc\u5ef6\u8fdf\u7684\u660e\u786e\u5efa\u6a21\uff0c\u4f8b\u5982\u901a\u8fc7\u5ef6\u8fdf\u673a\u5236\u63ed\u793a\u4fe1\u606f\u6cc4\u9732\uff0c\u4e5f\u95f4\u63a5\u63a8\u52a8\u4e86\u5bf9\u5e38\u6570\u8f6e\u534f\u8bae\u7684\u6301\u7eed\u4f18\u5316\uff0c\u4ee5\u63d0\u9ad8\u5bf9\u7f51\u7edc\u73af\u5883\u53d8\u5316\u7684\u5bb9\u5fcd\u5ea6\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u6548\u7387\u7a81\u7834\u4e0e\u8d70\u51fa\u7eaf\u7406\u8bba<\/strong> <\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">MPC \u5728 2000 \u5e74\u4ee3\u4e2d\u540e\u671f\u8fce\u6765\u4e86\u5173\u952e\u8f6c\u6298\uff0c\u4e00\u7cfb\u5217\u7b97\u6cd5\u548c\u5de5\u7a0b\u4e0a\u7684\u6539\u8fdb\u4f7f MPC \u4ece\u4e00\u4e2a\u5b66\u672f\u6982\u5ff5\u8f6c\u53d8\u4e3a\u4e00\u4e2a\u5de5\u7a0b\u53ef\u884c\u7684\u7cfb\u7edf\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u65e9\u671f\u901a\u7528 MPC \u7cfb\u7edf\u7684\u5b9e\u73b0\uff1aFairplay \uff082004\uff09<\/strong> <\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Fairplay \u662f\u7b2c\u4e00\u4e2a\u503c\u5f97\u6ce8\u610f\u7684\u901a\u7528\u5b89\u5168\u8ba1\u7b97\u7cfb\u7edf\u5b9e\u73b0\uff0c\u7531 Malkhi \u7b49\u4eba\u4e8e 2004 \u5e74\u63a8\u51fa\u3002 Fairplay \u7684\u95ee\u4e16\u6807\u5fd7\u7740 MPC \u7814\u7a76\u9996\u6b21\u5927\u89c4\u6a21\u5730\u4ece\u7406\u8bba\u8bba\u6587\u8fdb\u5165\u5230\u5de5\u7a0b\u5b9e\u8df5\u9886\u57df\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Fairplay \u7cfb\u7edf\u5305\u62ec\u4e00\u4e2a\u9ad8\u7ea7\u8fc7\u7a0b\u5b9a\u4e49\u8bed\u8a00 SFDL\uff0c\u4e00\u4e2a\u7f16\u8bd1\u5668\u5c06 SFDL \u8f6c\u6362\u4e3a SHDL \u4ee5\u53ca\u6267\u884c\u59da\u6c0f\u534f\u8bae\u7684 Alice\/Bob \u7a0b\u5e8f\u3002\u8be5\u7cfb\u7edf\u7684\u4e3b\u8981\u5b89\u5168\u4fdd\u969c\u662f\u5176\u8ba1\u7b97\u7ed3\u679c\u7b49\u540c\u4e8e\u4e00\u4e2a\u6307\u5b9a\u7684\u53d7\u4fe1\u4efb\u7b2c\u4e09\u65b9\uff0c\u5373\u4fdd\u8bc1\u8ba1\u7b97\u7ed3\u679c\u7684\u6b63\u786e\u6027\uff0c\u5e76\u4fdd\u8bc1\u9664\u4e86\u7ed3\u679c\u672c\u8eab\u8574\u542b\u7684\u4fe1\u606f\u5916\uff0c\u8f93\u5165\u6570\u636e\u4e0d\u4f1a\u6cc4\u9732\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Fairplay \u7684\u5b9e\u73b0\u81f3\u5173\u91cd\u8981\uff0c\u5b83\u4e0d\u4ec5\u9a8c\u8bc1\u4e86\u7406\u8bba\u7684\u53ef\u884c\u6027\uff0c\u66f4\u91cd\u8981\u7684\u662f\uff0c\u5b83\u66b4\u9732\u4e86\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u5de8\u5927\u6027\u80fd\u74f6\u9888\uff0c\u5c24\u5176\u662f\u7535\u8def\u7f16\u8bd1\u548c\u901a\u4fe1\u5f00\u9500\u3002\u8fd9\u79cd\u5de5\u7a0b\u5b9e\u8df5\u5bf9\u7406\u8bba\u7814\u7a76\u4ea7\u751f\u4e86\u53cd\u54fa\u4f5c\u7528\uff0c\u76f4\u63a5\u6fc0\u52b1\u4e86\u5bf9\u5e95\u5c42\u52a0\u5bc6\u539f\u8bed\u548c\u7535\u8def\u7ed3\u6784\u7684\u4f18\u5316\u7814\u7a76\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u6df7\u6dc6\u7535\u8def\u7684\u9ad8\u7ea7\u4f18\u5316\u6280\u672f<\/strong> <\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">GC \u867d\u7136\u5177\u6709\u5e38\u6570\u8f6e\u4f18\u52bf\uff0c\u4f46\u5176\u901a\u4fe1\u5f00\u9500\u4e0e\u7535\u8def\u89c4\u6a21\u6210\u6b63\u6bd4\uff0c\u6210\u4e3a\u65e9\u671f\u5b9e\u7528\u5316\u7684\u4e3b\u8981\u969c\u788d\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>Free-XOR \u6280\u672f<\/strong> <\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">Kolesnikov \u548c Schneider \u5f15\u5165\u7684 Free-XOR \u6280\u672f\u662f GC \u6548\u7387\u53f2\u4e0a\u6700\u91cd\u8981\u7684\u91cc\u7a0b\u7891\u4e4b\u4e00\u3002 \u8be5\u6280\u672f\u901a\u8fc7\u7cbe\u5de7\u7684\u5bc6\u94a5\u6807\u7b7e\u7ed3\u6784\u8bbe\u8ba1\uff0c\u4f7f\u5f97 XOR \u95e8\u7684\u8bc4\u4f30\u53ef\u4ee5\u5b8c\u5168\u514d\u8d39\uff0c\u5373\u4e0d\u9700\u8981\u4efb\u4f55\u989d\u5916\u7684\u52a0\u5bc6\u64cd\u4f5c\u6216\u901a\u4fe1\u5f00\u9500\u3002\u8be5\u6280\u672f\u6781\u5927\u5730\u964d\u4f4e\u4e86\u5e03\u5c14\u7535\u8def\u7684\u5e26\u5bbd\u548c\u8ba1\u7b97\u8d1f\u62c5\uff0c\u7279\u522b\u9002\u7528\u4e8e\u5305\u542b\u5927\u91cf\u52a0\u6cd5\u6216\u5f02\u6216\u64cd\u4f5c\u7684\u51fd\u6570\uff0c\u5982\u5185\u5b58\u8bbf\u95ee\u548c\u90e8\u5206\u54c8\u5e0c\u8fd0\u7b97\u3002Free-XOR \u7684\u4f18\u5316\u6548\u679c\u663e\u8457\uff0c\u5e76\u968f\u540e\u88ab\u63a8\u5e7f\u5230\u591a\u65b9\u534f\u8bae\uff0c\u4f8b\u5982 BMR \u534f\u8bae\u3002\u6b64\u5916\uff0c\u901a\u8fc7\u5f15\u5165\u534a\u95e8\u7b49\u8fdb\u4e00\u6b65\u7684\u4f18\u5316\uff0c\u6bcf\u4e2a AND \u95e8\u6240\u9700\u7684\u52a0\u5bc6\u64cd\u4f5c\u88ab\u538b\u7f29\u5230\u53ea\u9700\u4e24\u4e2a\u5bc6\u6587\uff0c\u5b9e\u73b0\u4e86 GC \u7684\u8fdb\u4e00\u6b65\u538b\u7f29\u548c\u52a0\u901f\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"902\" height=\"602\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Free-XOR-Technique.png\" alt=\"Free-XOR Technique\" class=\"wp-image-3393\" style=\"width:600px\" srcset=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Free-XOR-Technique.png 902w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Free-XOR-Technique-300x200.png 300w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Free-XOR-Technique-768x513.png 768w\" sizes=\"(max-width: 902px) 100vw, 902px\" \/><\/figure>\n<\/div>\n\n\n<h5 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u6076\u610f\u6a21\u578b\u4e0b\u7684 Cut-and-Choose \u4f18\u5316<\/strong> <\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u6076\u610f\u5b89\u5168\u6a21\u578b\u4e0b\uff0cCut-and-Choose \u6280\u672f\u867d\u7136\u6709\u6548\uff0c\u4f46\u5176\u672c\u8eab\u4e5f\u5e26\u6765\u4e86\u5de8\u5927\u7684\u6210\u672c\u3002\u7814\u7a76\u5de5\u4f5c\u4e13\u6ce8\u4e8e\u4f18\u5316 Cut-and-Choose \u7684\u53c2\u6570\u9009\u62e9\u3002\u901a\u8fc7\u5c06 Cut-and-Choose \u6e38\u620f\u5f62\u5f0f\u5316\u4e3a\u7ea6\u675f\u4f18\u5316\u95ee\u9898\uff0c\u5e76\u8003\u8651\u68c0\u67e5\u6210\u672c\u4e0e\u8bc4\u4f30\u6210\u672c\u7684\u5dee\u5f02\uff0c\u7814\u7a76\u4eba\u5458\u80fd\u591f\u8bbe\u8ba1\u51fa\u66f4\u4f18\u7684\u7b56\u7565\uff0c\u4ece\u800c\u5728\u6076\u610f\u6a21\u578b\u4e0b\u5c06\u5e26\u5bbd\u6548\u7387\u63d0\u5347\u4e00\u4e2a\u6570\u91cf\u7ea7\uff0c\u603b\u65f6\u95f4\u6548\u7387\u63d0\u5347 12% \u81f3 106%\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u6df7\u5408\u534f\u8bae\uff08Hybrid Protocols\uff09\u7684\u8bde\u751f\u4e0e\u9ad8\u6548\u9884\u5904\u7406<\/strong> <\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\u8ba4\u8bc6\u5230\u7eaf GC \u548c\u7eaf\u79d8\u5bc6\u5171\u4eab\u534f\u8bae\u5404\u81ea\u7684\u5c40\u9650\u6027\u540e\uff0c\u7814\u7a76\u4eba\u5458\u5f00\u59cb\u8bbe\u8ba1\u6df7\u5408\u534f\u8bae\uff0c\u7ed3\u5408\u4e24\u8005\u7684\u4f18\u52bf\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u96c6\u6210\u534a\u540c\u6001\u52a0\u5bc6<\/strong> <\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\u6df7\u5408\u534f\u8bae\u7684\u6838\u5fc3\u5728\u4e8e\u5229\u7528\u534a\u540c\u6001\u52a0\u5bc6\u6216\u5168\u540c\u6001\u52a0\u5bc6(FHE)\u7684\u7279\u6027\u3002SHE \u5141\u8bb8\u5bf9\u5bc6\u6587\u8fdb\u884c\u7ebf\u6027\u8fd0\u7b97(\u5982\u540c\u6001\u52a0\u6cd5)\u3002\u8fd9\u79cd\u96c6\u6210\u4f7f\u5f97\u534f\u8bae\u53ef\u4ee5\u91c7\u7528\u9884\u5904\u7406\/\u5728\u7ebf\u9636\u6bb5\uff08Offline\/Online Phase\uff09\u7684\u5206\u79bb\u67b6\u6784\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u9884\u5904\u7406\u9636\u6bb5\uff0c\u53c2\u4e0e\u65b9\u5229\u7528 SHE \u6216\u76f8\u5173\u7684\u5bc6\u7801\u5b66\u539f\u8bed\uff0c\u5982 Oblivious Transfer \uff08OT\uff09 \u751f\u6210\u50cf Beaver \u4e09\u5143\u7ec4\u6216 Oblivious Linear Evaluation \uff08OLE\uff09 \u5173\u8054\u968f\u673a\u6027\u7b49\u6240\u9700\u7684\u5bc6\u7801\u5b66\u6750\u6599\u3002\u8fd9\u4e2a\u9884\u5904\u7406\u9636\u6bb5\u901a\u5e38\u662f\u8ba1\u7b97\u5bc6\u96c6\u4f46\u975e\u4ea4\u4e92\u5f0f\u7684\uff0c\u5e76\u4e14\u4e0e\u5b9e\u9645\u8f93\u5165\u65e0\u5173\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u5728\u7ebf\u9636\u6bb5\uff0c\u5f53\u79c1\u6709\u8f93\u5165\u5230\u8fbe\u65f6\uff0c\u534f\u8bae\u4ec5\u6d89\u53ca\u9ad8\u6548\u7684\u5171\u4eab\u4ea4\u6362\u548c\u4fe1\u606f\u8bba MACs \u7684\u9a8c\u8bc1\uff0c\u65e0\u9700\u4efb\u4f55\u6602\u8d35\u7684\u5bc6\u7801\u8fd0\u7b97\u3002\u8fd9\u79cd\u67b6\u6784\u5c06\u8ba1\u7b97\u8d1f\u62c5\u548c\u7f51\u7edc\u5ef6\u8fdf\u654f\u611f\u6027\u8f6c\u79fb\u5230\u9884\u5904\u7406\u9636\u6bb5\uff0c\u4f7f\u5f97\u5bf9\u7528\u6237\u4f53\u9a8c\u66f4\u91cd\u8981\u7684\u5728\u7ebf\u9636\u6bb5\uff08Online Phase\uff09\u53d8\u5f97\u6781\u5176\u9ad8\u6548\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u591a\u65b9\u5b89\u5168\u8ba1\u7b97\u7684\u53d1\u5c55\u5386\u7a0b\u662f\u4e00\u90e8\u4ece\u7eaf\u6570\u5b66\u53ef\u884c\u6027\u8bc1\u660e\u5230\u9ad8\u6548\u7387\u5de5\u7a0b\u5b9e\u73b0\u7684\u6f14\u8fdb\u53f2\u3002\u59cb\u4e8e 1980 \u5e74\u4ee3\u7684\u7406\u8bba\u5960\u57fa\uff0cMPC \u786e\u7acb\u4e86\u57fa\u4e8e GC \u7684\u5e38\u6570\u8f6e\u8ba1\u7b97\u5b89\u5168\u548c\u57fa\u4e8e GMW\/BGW \u7684\u7535\u8def\u6df1\u5ea6\u8f6e\u4fe1\u606f\u8bba\u5b89\u5168\u7684\u4e24\u4e2a\u4e3b\u8981\u5206\u652f\u3002\u968f\u540e\uff0cUC \u6846\u67b6\u7684\u5f15\u5165\u63d0\u9ad8\u4e86\u5b89\u5168\u6807\u51c6\uff0c\u63ed\u793a\u4e86\u5728\u590d\u6742\u73af\u5883\u4e2d\u5b9e\u73b0\u5b89\u5168\u6240\u9700\u7684\u57fa\u7840\u8bbe\u65bd\u8981\u6c42\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2000\u5e74\u4ee3\u4e2d\u540e\u671f,\u5de5\u7a0b\u5b9e\u8df5\uff08Fairplay\uff09\u66b4\u9732\u7684\u74f6\u9888\u76f4\u63a5\u9a71\u52a8Free-XOR\u3001Half-Gates \u7b49\u4ee3\u6570\u4f18\u5316\uff0c\u4ee5\u53ca SHE\/OLE \u9a71\u52a8\u7684\u6df7\u5408\u534f\u8bae\u67b6\u6784\u3002\u8fd9\u4e9b\u6280\u672f\u5c06 MPC \u7684\u6548\u7387\u63d0\u5347\u4e86\u6570\u4e2a\u6570\u91cf\u7ea7\uff0c\u4f7f\u5176\u80fd\u591f\u5728\u5546\u4e1a\u90e8\u7f72\u4e2d\u5177\u5907\u5b9e\u7528\u6027\uff0c\u751a\u81f3\u5728\u6076\u610f\u5b89\u5168\u6a21\u578b\u4e0b\u5b9e\u73b0\u4e86\u63a5\u8fd1\u975e\u5b89\u5168\u8ba1\u7b97\u7684\u6548\u7387\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u6211\u4eec\u9009\u62e9 MPC \u7684\u539f\u56e0<\/strong> <\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>MPC \u4e0e\u9690\u79c1\u652f\u4ed8\u7684\u7ed3\u5408<\/strong> <\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>MPC \u5728\u53bb\u4e2d\u5fc3\u5316\u5bc6\u94a5\u7ba1\u7406\u4e2d\u7684\u5e94\u7528<\/strong> <\/h4>\n\n\n\n<h5 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u591a\u65b9\u6258\u7ba1\u4e0e\u65e0\u52a9\u8bb0\u8bcd\u6062\u590d<\/strong> <\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">MPC \u5728\u5bc6\u94a5\u7ba1\u7406\u4e2d\u5e94\u7528\u7684\u6838\u5fc3\u662f\u9608\u503c\u7b7e\u540d\u65b9\u6848\uff08Threshold Signature Scheme\uff0cTSS\uff09\u3002TSS \u4f7f\u5f97 N \u4e2a\u53c2\u4e0e\u65b9\u5728\u4e0d\u91cd\u5efa\u79c1\u94a5\u660e\u6587 S \u7684\u524d\u63d0\u4e0b\uff0c\u901a\u8fc7\u534f\u4f5c\u751f\u6210\u4e00\u4e2a\u6709\u6548\u7684\u6570\u5b57\u7b7e\u540d\uff0c\u53ea\u8981\u96c6\u9f50 T \u4e2a\u4efd\u989d\u5373\u53ef\u5b8c\u6210\u7b7e\u7f72\u3002\u8fd9\u4f7f\u5f97\u79c1\u94a5 S \u6c38\u8fdc\u4e0d\u4f1a\u4ee5\u660e\u6587\u5f62\u5f0f\u5b58\u5728\u4e8e\u4efb\u4f55\u5355\u4e00\u8bbe\u5907\u6216\u5355\u4e00\u5b9e\u4f53\u624b\u4e2d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">MPC \u94b1\u5305\u5229\u7528\u8fd9\u4e00\u7279\u6027\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf\u52a0\u5bc6\u8d27\u5e01\u5b58\u50a8\u7684\u4e24\u4e2a\u6838\u5fc3\u96be\u9898\uff1a\u52a9\u8bb0\u8bcd\u4e22\u5931\u548c\u79c1\u94a5\u6cc4\u9732\u98ce\u9669\u3002\u901a\u8fc7\u5c06\u5bc6\u94a5\u4efd\u989d\u5206\u6563\u5b58\u50a8\u5e76\u8bbe\u7f6e\u95e8\u9650\u673a\u5236\uff0cMPC \u63d0\u4f9b\u4e86\u4e00\u79cd\u539f\u751f\u7684\u591a\u91cd\u6388\u6743\u6846\u67b6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">BenFen\u5728\u8fd9\u4e00\u9886\u57df\u8868\u73b0\u5c24\u4e3a\u7a81\u51fa\uff0c\u5176\u57fa\u4e8e MPC \u7684\u9608\u503c\u7b7e\u540d\u65b9\u6848\uff08TSS\uff09\u901a\u8fc7\u5c06\u79c1\u94a5\u5206\u5272\u4e3a\u591a\u4e2a\u52a0\u5bc6\u4efd\u989d\u5e76\u5206\u5e03\u5b58\u50a8\u4e8e\u4e0d\u540c\u8282\u70b9\uff0c\u786e\u4fdd\u4e86\u79c1\u94a5\u6c38\u4e0d\u4ee5\u660e\u6587\u5f62\u5f0f\u51fa\u73b0\uff0c\u65e0\u52a9\u8bb0\u8bcd\u6062\u590d\u673a\u5236\u5141\u8bb8\u7528\u6237\u901a\u8fc7\u591a\u65b9\u534f\u4f5c\u6062\u590d\u8d44\u4ea7\uff0c\u800c\u65e0\u9700\u4f9d\u8d56\u4f20\u7edf\u7684\u52a9\u8bb0\u8bcd\u5907\u4efd\uff0c\u663e\u8457\u964d\u4f4e\u4e86\u56e0\u52a9\u8bb0\u8bcd\u4e22\u5931\u6216\u88ab\u76d7\u5bfc\u81f4\u7684\u8d44\u4ea7\u98ce\u9669\u3002\u6b64\u5916\uff0cBenFen \u7684 TSS \u67b6\u6784\u652f\u6301\u52a8\u6001\u53c2\u4e0e\u65b9\u7ba1\u7406\uff0c\u5141\u8bb8\u5728\u4e0d\u5f71\u54cd\u5b89\u5168\u6027\u7684\u524d\u63d0\u4e0b\u7075\u6d3b\u8c03\u6574\u7b7e\u540d\u95e8\u9650\uff0c\u4ece\u800c\u9002\u5e94\u591a\u6837\u5316\u7684\u673a\u6784\u548c\u4e2a\u4eba\u7528\u6237\u9700\u6c42\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u673a\u6784\u7ea7\u5b89\u5168\u4e0e\u5408\u89c4<\/strong> <\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u673a\u6784\u91d1\u878d\uff0cMPC \u63d0\u4f9b\u4e86\u4e00\u4e2a\u9ad8\u9c81\u68d2\u6027\u7684\u5b89\u5168\u6846\u67b6\u3002\u4efb\u4f55\u5927\u989d\u4ea4\u6613\u7684\u7b7e\u7f72\u90fd\u9700\u8981\u901a\u8fc7\u9884\u8bbe\u7684\u591a\u6570\u65b9\u5171\u8bc6\uff0c\u786e\u4fdd\u4e86\u8d44\u91d1\u7684\u5b89\u5168\u6027\u3002\u6b64\u5916\uff0cMPC \u7684\u9c81\u68d2\u6027\u6e90\u4e8e\u5176 \uff08t\uff0cn\uff09 \u5b89\u5168\u6a21\u578b\uff0c\u5373\u4f7f\u5728 t \u4e2a\u53c2\u4e0e\u65b9\u79bb\u7ebf\u6216\u6076\u610f\u884c\u4e3a\u7684\u60c5\u51b5\u4e0b\uff0c\u7cfb\u7edf\u4ecd\u80fd\u6b63\u5e38\u8fd0\u884c\u6216\u68c0\u6d4b\u5230\u6b3a\u8bc8\uff0c\u786e\u4fdd\u4e86\u9ad8\u53ef\u7528\u6027\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u9690\u79c1\u652f\u4ed8\u4e0e\u6e05\u7b97<\/strong> <\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u91d1\u878d\u9886\u57df\uff0cMPC \u53ef\u4ee5\u7528\u4e8e\u673a\u6784\u95f4\u6216\u8054\u76df\u94fe\u4e0a\u7684\u9690\u79c1\u6e05\u7b97\u3002\u5404\u65b9\u53ef\u4ee5\u5c06\u52a0\u5bc6\u7684\u4ea4\u6613\u6570\u636e\u4f5c\u4e3a\u8f93\u5165\uff0c\u5171\u540c\u8ba1\u7b97\u6e05\u7b97\u7ed3\u679c\u3001\u98ce\u9669\u655e\u53e3\u6216\u4fe1\u7528\u989d\u5ea6\uff0c\u800c\u65e0\u9700\u5411\u5176\u4ed6\u5408\u4f5c\u65b9\u900f\u9732\u5e95\u5c42\u4ea4\u6613\u7684\u8be6\u7ec6\u6570\u636e\u3002\u8fd9\u4f7f\u5f97\u673a\u6784\u80fd\u591f\u5728\u7ef4\u62a4\u6570\u636e\u4e3b\u6743\u7684\u540c\u65f6\uff0c\u8fdb\u884c\u5fc5\u8981\u7684\u91d1\u878d\u534f\u4f5c\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u53cd\u6d17\u94b1 \uff08AML\uff09 \u534f\u540c<\/strong> <\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">MPC \u5728\u5408\u89c4\u9886\u57df\u5177\u6709\u5de8\u5927\u7684\u6f5c\u529b\u3002\u94f6\u884c\u548c\u76d1\u7ba1\u673a\u6784\u53ef\u4ee5\u5229\u7528 MPC \u8054\u5408\u8fd0\u884c\u590d\u6742\u7684\u5206\u6790\u6a21\u578b\uff0c\u4f8b\u5982\u8bc6\u522b\u8de8\u673a\u6784\u7684\u6d17\u94b1\u6d3b\u52a8\u6216\u6b3a\u8bc8\u6a21\u5f0f\u3002\u5173\u952e\u5728\u4e8e\uff0c\u8fd9\u4e00\u8fc7\u7a0b\u53ef\u4ee5\u5728\u4e0d\u5171\u4eab\u5ba2\u6237\u4e2a\u4eba\u4ea4\u6613\u8bb0\u5f55\u6216\u900f\u9732\u654f\u611f\u6570\u636e\u7684\u524d\u63d0\u4e0b\u5b8c\u6210\u3002MPC \u786e\u4fdd\u4e86\u53ea\u6709\u5206\u6790\u7ed3\u679c\u624d\u4f1a\u88ab\u8f93\u51fa\uff0c\u800c\u539f\u59cb\u8f93\u5165\u6570\u636e\u59cb\u7ec8\u4fdd\u5bc6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982BenFen\u7684 MPC \u89e3\u51b3\u65b9\u6848\u5728\u53cd\u6d17\u94b1\uff08AML\uff09\u548c\u5408\u89c4\u5206\u6790\u4e2d\u63d0\u4f9b\u4e86\u5207\u5b9e\u53ef\u884c\u7684\u5de5\u5177\u3002\u5176\u5e73\u53f0\u652f\u6301\u591a\u5bb6\u91d1\u878d\u673a\u6784\u901a\u8fc7 MPC \u534f\u8bae\u8054\u5408\u8fd0\u884c\u590d\u6742\u7684 AML \u6a21\u578b\uff0c\u4f8b\u5982\u8de8\u673a\u6784\u7684\u4ea4\u6613\u6a21\u5f0f\u5206\u6790\uff0c\u4ee5\u68c0\u6d4b\u6f5c\u5728\u7684\u6d17\u94b1\u6216\u6b3a\u8bc8\u884c\u4e3a\uff0c\u800c\u65e0\u9700\u5171\u4eab\u539f\u59cb\u4ea4\u6613\u6570\u636e\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>MPC \u4e0e\u5176\u4ed6\u6280\u672f\u8def\u7ebf\u7684\u5bf9\u6bd4\u4f18\u52bf<\/strong> <\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7406\u89e3 MPC \u7684\u6218\u7565\u5b9a\u4f4d\uff0c\u5fc5\u987b\u5c06\u5176\u4e0e\u5176\u4ed6\u4e3b\u6d41\u9690\u79c1\u589e\u5f3a\u6280\u672f\u8fdb\u884c\u660e\u786e\u533a\u5206\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>MPC vs FHE\uff1aMPC \u7684\u8bbe\u8ba1\u76ee\u6807\u662f\u5b9e\u73b0\u591a\u4e2a\u53c2\u4e0e\u65b9\u5bf9\u5171\u4eab\u79d8\u5bc6\u4fe1\u606f\u7684\u901a\u7528\u8ba1\u7b97\uff1bFHE \u7684\u8bbe\u8ba1\u76ee\u6807\u662f\u5141\u8bb8\u5355\u4e00\u6570\u636e\u6240\u6709\u8005\u5c06\u52a0\u5bc6\u6570\u636e\u5916\u5305\u7ed9\u4e00\u4e2a\u4e0d\u53d7\u4fe1\u4efb\u7684\u670d\u52a1\u5668\u8fdb\u884c\u4efb\u610f\u8ba1\u7b97\u3002<\/li>\n\n\n\n<li>MPC vs ZKP\uff1aMPC \u662f\u4e00\u79cd\u901a\u7528\u7684\u8ba1\u7b97\u5de5\u5177\uff0c\u53ef\u4ee5\u8ba1\u7b97\u4efb\u4f55\u51fd\u6570\uff1bZKP \u662f\u4e00\u4e2a\u9a8c\u8bc1\u5de5\u5177\uff0c\u5176\u8f93\u51fa\u7ed3\u679c\u662f\u5e03\u5c14\u503c\uff0c\u4ec5\u7528\u4e8e\u8bc1\u660e\u67d0\u4e2a\u8bed\u53e5\u7684\u771f\u5b9e\u6027\u800c\u4e0d\u63ed\u793a\u989d\u5916\u4fe1\u606f\u3002<\/li>\n\n\n\n<li>TEE \u7684\u72ec\u7279\u6027\uff1aTEE \u4e0d\u4f9d\u8d56\u4e8e\u5bc6\u7801\u5b66\u534f\u8bae\uff0c\u800c\u662f\u4f9d\u8d56\u4e8e\u5904\u7406\u5668\u5382\u5546\u63d0\u4f9b\u7684\u786c\u4ef6\u9694\u79bb\u533a\u57df\uff0c\u5728\u9694\u79bb\u533a\u57df\u5185\u8fdb\u884c\u660e\u6587\u8ba1\u7b97\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u6027\u80fd\u6bd4\u8f83<\/strong> <\/h4>\n\n\n\n<h5 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u6027\u80fd\u6307\u6807\u5bf9\u6bd4\uff1a\u8ba1\u7b97\u5f00\u9500\u4e0e\u901a\u4fe1\u6210\u672c<\/strong> <\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">\u6027\u80fd\u662f\u51b3\u5b9a PETs \u662f\u5426\u80fd\u5728\u5b9e\u65f6\u91d1\u878d\u5e94\u7528\u4e2d\u843d\u5730\u7684\u5173\u952e\u56e0\u7d20\u3002\u4e0b\u6587\u8be6\u7ec6\u5bf9\u6bd4\u4e86\u5404\u6280\u672f\u5728\u8ba1\u7b97\u5f00\u9500\u3001\u5ef6\u8fdf\u3001\u901a\u4fe1\u6210\u672c\u548c\u96c6\u6210\u96be\u5ea6\u65b9\u9762\u7684\u5dee\u5f02\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u8ba1\u7b97\u5f00\u9500\u4e0e\u5ef6\u8fdf<\/strong> <\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">FHE \u867d\u7136\u5177\u6709\u7406\u8bba\u4e0a\u7684\u6700\u5927\u7075\u6d3b\u6027\uff0c\u4f46\u5176\u4ee3\u4ef7\u662f\u6781\u9ad8\u7684\u8ba1\u7b97\u5f00\u9500\u3002FHE \u7684\u8ba1\u7b97\u901f\u5ea6\u6bd4\u660e\u6587\u8ba1\u7b97\u6162 1 \u4e07\u5230 10 \u4e07\u500d\uff0c\u8fd9\u79cd\u9ad8\u5ef6\u8fdf\u548c\u9ad8\u5f00\u9500\u4f7f\u5176\u96be\u4ee5\u5728\u5bf9\u5b9e\u65f6\u6027\u80fd\u548c\u6210\u672c\u654f\u611f\u7684\u5e94\u7528\u4e2d\u63a8\u5e7f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76f8\u6bd4\u4e4b\u4e0b\uff0cMPC \u7684\u8ba1\u7b97\u5f00\u9500\u5219\u8981\u4f4e\u5f97\u591a\uff0c\u5b9e\u8df5\u4e2d MPC \u901a\u5e38\u6bd4 FHE \u66f4\u5feb\u3002\u5728\u5ef6\u8fdf\u65b9\u9762\uff0cTEE \u63a5\u8fd1\u4e8e\u666e\u901a\u6267\u884c\uff0c\u5ef6\u8fdf\u6700\u4f4e\uff1bMPC \u7684\u5ef6\u8fdf\u5c5e\u4e8e\u4e2d\u4f4e\u8303\u56f4\uff0c\u4f46\u6781\u6613\u53d7\u5230\u7f51\u7edc\u901a\u4fe1\u72b6\u51b5\u7684\u5f71\u54cd ; \u800c FHE \u7531\u4e8e\u9700\u8981\u9891\u7e41\u8fdb\u884c\u81ea\u4e3e\u64cd\u4f5c\uff0c\u5ef6\u8fdf\u6700\u9ad8\u3002\u5bf9\u4e8e\u9700\u8981\u5b9e\u65f6\u54cd\u5e94\u7684\u9690\u79c1\u652f\u4ed8\u670d\u52a1\uff0cFHE \u7684\u9ad8\u5ef6\u8fdf\u662f\u4e00\u4e2a\u96be\u4ee5\u514b\u670d\u7684\u5de5\u7a0b\u969c\u788d\uff0c\u800c MPC \u63d0\u4f9b\u4e86\u5207\u5b9e\u53ef\u884c\u7684\u4e2d\u4f4e\u5ef6\u8fdf\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u901a\u4fe1\u5f00\u9500\u4e0e\u96c6\u6210\u96be\u5ea6<\/strong> <\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">MPC \u7684\u4e3b\u8981\u6280\u672f\u5f31\u70b9\u5728\u4e8e\u901a\u4fe1\u5f00\u9500\u3002MPC \u534f\u8bae\u9700\u8981\u53c2\u4e0e\u8282\u70b9\u4e4b\u95f4\u8fdb\u884c\u5927\u91cf\u3001\u9891\u7e41\u7684\u4ea4\u4e92\u5f0f\u901a\u4fe1\u3002\u5f53\u53c2\u4e0e\u65b9\u6570\u91cf\uff08N\uff09\u589e\u52a0\u65f6\uff0c\u901a\u4fe1\u6210\u672c\u548c\u540c\u6b65\u95ee\u9898\u4f1a\u663e\u8457\u63d0\u9ad8\uff0c\u6210\u4e3a\u6548\u7387\u74f6\u9888\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0cFHE \u5728\u5ba2\u6237\u7aef-\u670d\u52a1\u5668\u6a21\u578b\u4e2d\u6240\u9700\u4f20\u8f93\u7684\u6570\u636e\u91cf\u76f8\u5bf9\u8f83\u5c11\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u96c6\u6210\u96be\u5ea6\u65b9\u9762\uff0cTEE \u9879\u76ee\u5177\u6709\u6700\u4f4e\u7684\u95e8\u69db\uff0c\u5bf9\u73b0\u6709\u7f16\u7a0b\u6a21\u578b\u7684\u6539\u52a8\u6700\u5c11\u3002\u800c MPC\u3001ZKP \u548c FHE \u7684\u96c6\u6210\u96be\u5ea6\u90fd\u8f83\u9ad8\u3002\u5176\u4e2d\uff0cZKP \u548c FHE \u901a\u5e38\u9700\u8981\u4e13\u95e8\u7684\u7535\u8def\u8bbe\u8ba1\u548c\u7f16\u8bd1\u8fc7\u7a0b\uff1bMPC \u5219\u9700\u8981\u590d\u6742\u7684\u534f\u8bae\u6808\u96c6\u6210\u548c\u8de8\u8282\u70b9\u901a\u4fe1\u7684\u67b6\u6784\u8bbe\u8ba1\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"902\" height=\"602\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Comparative-Advantages-of-MPC-over-Other-Technical-Approaches.png\" alt=\"Comparative Advantages of MPC over Other Technical Approaches\" class=\"wp-image-3394\" style=\"width:600px\" srcset=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Comparative-Advantages-of-MPC-over-Other-Technical-Approaches.png 902w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Comparative-Advantages-of-MPC-over-Other-Technical-Approaches-300x200.png 300w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/Comparative-Advantages-of-MPC-over-Other-Technical-Approaches-768x513.png 768w\" sizes=\"(max-width: 902px) 100vw, 902px\" \/><\/figure>\n<\/div>\n\n\n<h4 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u53ef\u6269\u5c55\u6027\u5206\u6790\uff1aMPC \u4e0e ZKP \u7684\u81ea\u7136\u6a2a\u5411\u6269\u5c55\u80fd\u529b<\/strong> <\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ef\u6269\u5c55\u6027\u662f\u51b3\u5b9a\u57fa\u7840\u8bbe\u65bd\u80fd\u5426\u652f\u6491\u5927\u89c4\u6a21\u5e94\u7528\u7684\u5173\u952e\u3002MPC \u548c ZKP \u5728\u67b6\u6784\u4e0a\u8868\u73b0\u51fa\u660e\u663e\u7684\u4f18\u52bf\uff0c\u56e0\u4e3a\u5b83\u4eec\u201c\u5929\u7136\u5730\u652f\u6301\u6a2a\u5411\u6269\u5c55\u201d \u3002MPC \u53ef\u4ee5\u901a\u8fc7\u5206\u7247\u6280\u672f\u6765\u5b9e\u73b0\u8fd9\u4e00\u70b9\uff0c\u800c ZKP \u5219\u901a\u8fc7 Rollup \u673a\u5236\u6765\u5b9e\u73b0\u3002\u8fd9\u610f\u5473\u7740\u7cfb\u7edf\u53ef\u4ee5\u901a\u8fc7\u589e\u52a0\u901a\u7528\u8ba1\u7b97\u8282\u70b9\u6765\u7ebf\u6027\u5730\u63d0\u9ad8\u5904\u7406\u80fd\u529b\uff0c\u8fd9\u4e0e\u4e91\u8ba1\u7b97\u548c\u5206\u5e03\u5f0f\u7cfb\u7edf\u7684\u73b0\u4ee3\u8d8b\u52bf\u9ad8\u5ea6\u4e00\u81f4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76f8\u53cd\uff0cFHE \u548c TEE \u7684\u53ef\u6269\u5c55\u6027\u5219\u53d7\u5230\u8ba1\u7b97\u8d44\u6e90\u548c\u4e13\u7528\u786c\u4ef6\u8282\u70b9\u4f9b\u7ed9\u7684\u9650\u5236\u3002\u4f8b\u5982\uff0cTEE \u7684\u5e94\u7528\u53d7\u9650\u4e8e\u786c\u4ef6\u7684\u5185\u5b58\u5bb9\u91cf\u548c\u4fa7\u4fe1\u9053\u653b\u51fb\u98ce\u9669\uff0c\u800c FHE \u9700\u8981\u5de8\u5927\u7684\u8ba1\u7b97\u8d44\u6e90\u3002\u4f9d\u8d56\u4e8e\u8f6f\u4ef6\u548c\u5bc6\u7801\u5b66\u7684 MPC \u548c ZKP\uff0c\u4e0e\u53bb\u4e2d\u5fc3\u5316\u7cfb\u7edf\u5bf9\u5f39\u6027\u3001\u901a\u7528\u786c\u4ef6\u548c\u5f00\u653e\u6269\u5c55\u6a21\u578b\u7684\u9700\u6c42\u66f4\u4e3a\u4e00\u81f4\u3002\u56e0\u6b64\uff0c\u9009\u62e9 MPC \u662f\u5bf9\u672a\u6765\u5927\u89c4\u6a21\u3001\u53bb\u4e2d\u5fc3\u5316\u57fa\u7840\u8bbe\u65bd\u7684\u957f\u671f\u6295\u8d44\uff0c\u907f\u514d\u4e86 TEE \u5e26\u6765\u7684\u786c\u4ef6\u4f9d\u8d56\u548c\u6f5c\u5728\u4e2d\u5fc3\u5316\u98ce\u9669\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u9c81\u68d2\u6027\u4e0e\u6545\u969c\u5bb9\u5fcd\uff1aMPC \u7684 \uff08t\uff0cn\uff09 \u5b89\u5168\u6a21\u578b<\/strong> <\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">MPC \u534f\u8bae\u5728\u8bbe\u8ba1\u4e4b\u521d\u5c31\u5185\u7f6e\u4e86\u6545\u969c\u5bb9\u5fcd\u80fd\u529b\u3002\u57fa\u4e8e\u79d8\u5bc6\u5171\u4eab\u7684 (t\uff0cn) \u95e8\u9650\u673a\u5236\uff0c\u7cfb\u7edf\u53ef\u4ee5\u5bb9\u5fcd\u6700\u591a t \u4e2a\u53c2\u4e0e\u65b9\u53d1\u751f\u6545\u969c\u7684\u60c5\u51b5\u4e0b\uff0c\u4ecd\u80fd\u4fdd\u8bc1\u8ba1\u7b97\u7684\u6b63\u786e\u6027\u6216\u81f3\u5c11\u4fdd\u8bc1\u6076\u610f\u65b9\u7684\u6b3a\u9a97\u88ab\u53ca\u65f6\u53d1\u73b0\u3002\u8fd9\u79cd\u5185\u751f\u7684\u9c81\u68d2\u6027\u4f7f\u5176\u7279\u522b\u9002\u7528\u4e8e\u8981\u6c42\u9ad8\u53ef\u7528\u6027\u548c\u8d44\u91d1\u5b89\u5168\u6027\u7684\u91d1\u878d\u670d\u52a1\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u7ed3\u8bba\u4e0e\u5c55\u671b<\/strong> <\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>MPC \u5728\u529f\u80fd\u3001\u6027\u80fd\u548c\u53bb\u4e2d\u5fc3\u5316\u4e4b\u95f4\u7684\u6700\u4f73\u5e73\u8861\u70b9<\/strong> <\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u9009\u62e9 MPC \u7684\u6838\u5fc3\u7406\u7531\u5728\u4e8e\u5b83\u5728\u5b9e\u7528\u6027\u3001\u5b89\u5168\u6027\u548c\u53bb\u4e2d\u5fc3\u5316\u4e4b\u95f4\u627e\u5230\u4e86\u6700\u4f73\u7684\u5de5\u7a0b\u5e73\u8861\u70b9\u3002FHE \u867d\u7136\u7406\u8bba\u4e0a\u63d0\u4f9b\u4e86\u6700\u5f3a\u5927\u7684\u9690\u79c1\u4fdd\u62a4\uff0c\u4f46\u5176\u6781\u9ad8\u7684\u8ba1\u7b97\u5ef6\u8fdf\u4f7f\u5176\u5728\u7edd\u5927\u591a\u6570\u5b9e\u65f6\u6216\u8fd1\u5b9e\u65f6\u5e94\u7528\u4e2d\u4e0d\u53ef\u884c\uff0c\u7279\u522b\u662f\u5bf9\u4e8e\u9ad8\u9891\u7387\u7684\u91d1\u878d\u4ea4\u6613\u3002MPC \u63d0\u4f9b\u4e86\u201c\u8db3\u591f\u597d\u201d\u7684\u9690\u79c1\u4fdd\u8bc1\u548c\u201c\u8db3\u591f\u5feb\u201d\u7684\u6027\u80fd\uff0c\u80fd\u591f\u6709\u6548\u5730\u6ee1\u8db3\u9ad8\u541e\u5410\u91cf\u91d1\u878d\u7cfb\u7edf\u7684\u5b9e\u9645\u9700\u6c42\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u5173\u952e\u7684\u4fe1\u4efb\u6a21\u578b\u65b9\u9762\uff0cMPC \u7684\u5206\u5e03\u5f0f\u5bc6\u7801\u5b66\u4fe1\u4efb\u6a21\u578b\u5728\u9762\u5411 Web3 \u548c\u53bb\u4e2d\u5fc3\u5316\u91d1\u878d\u65f6\uff0c\u5177\u6709\u4e0d\u53ef\u53d6\u4ee3\u6027\u3002\u5728\u6d89\u53ca\u5bc6\u94a5\u7ba1\u7406\u548c\u8d44\u4ea7\u6258\u7ba1\u7b49\u5bf9\u4fe1\u4efb\u4f9d\u8d56\u8981\u6c42\u6700\u9ad8\u7684\u573a\u666f\u4e2d\uff0c\u4f9d\u8d56\u5355\u4e00\u786c\u4ef6\u5236\u9020\u5546\u7684 TEE \u67b6\u6784\u5728\u6218\u7565\u4e0a\u5b58\u5728\u4e2d\u5fc3\u5316\u7f3a\u9677\u548c\u6297\u5ba1\u67e5\u98ce\u9669\uff0c\u56e0\u6b64\u4e0d\u53ef\u63a5\u53d7\u3002MPC \u662f\u552f\u4e00\u7b26\u5408\u53bb\u4e2d\u5fc3\u5316\u3001\u9ad8\u5b89\u5168\u6807\u51c6\u548c\u5b9e\u7528\u6027\u80fd\u8981\u6c42\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>MPC \u4e0e\u5176\u4ed6 PETs \u7684\u534f\u540c\u7b56\u7565\uff1a\u6784\u5efa\u6df7\u5408\u5b89\u5168\u67b6\u6784<\/strong> <\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6218\u7565\u5efa\u8bae\u662f\u91c7\u7528\u6df7\u5408\u5b89\u5168\u67b6\u6784\uff0c\u4ee5 MPC \u4f5c\u4e3a\u6838\u5fc3\u8ba1\u7b97\u5c42\uff0c\u5e76\u4e0e\u5176\u4ed6\u6280\u672f\u534f\u540c\u5de5\u4f5c\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>MPC \u4f5c\u4e3a\u6838\u5fc3\u8ba1\u7b97\u5f15\u64ce\uff1a\u6267\u884c\u5173\u952e\u7684\u3001\u9ad8\u9891\u7387\u7684\u3001\u9700\u8981\u591a\u65b9\u53c2\u4e0e\u7684\u5b89\u5168\u8ba1\u7b97\u4efb\u52a1\uff0c\u5982 TSS \u7b7e\u540d\u3001\u8054\u5408\u98ce\u63a7\u6a21\u578b\u8fd0\u884c\u548c\u9690\u79c1\u6e05\u7b97\u3002<\/li>\n\n\n\n<li>ZKP \u4f5c\u4e3a\u9a8c\u8bc1\u548c\u5b8c\u6574\u6027\u5c42\uff1a\u5728\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u6216 L2 \u6269\u5bb9\u65f6\uff0c\u5229\u7528 ZKP \u7684\u7b80\u6d01\u6027\u548c\u53ef\u9a8c\u8bc1\u6027\u6765\u9a8c\u8bc1 MPC \u59d4\u6258\u8ba1\u7b97\u7ed3\u679c\u7684\u6b63\u786e\u6027\uff0c\u63d0\u9ad8\u7cfb\u7edf\u7684\u53ef\u4fe1\u8d56\u5ea6\u3002<\/li>\n\n\n\n<li>FHE \u4f5c\u4e3a\u8f85\u52a9\u8ba1\u7b97\u5c42\uff1a\u4ec5\u5728\u9700\u8981\u5bf9\u5355\u4e2a\u6570\u636e\u6e90\u8fdb\u884c\u6781\u590d\u6742\u3001\u957f\u65f6\u95f4\u7684\u9690\u79c1\u8ba1\u7b97\u6216\u6a21\u578b\u8bad\u7ec3\u65f6\uff0c\u8003\u8651\u5229\u7528 FHE \u7684\u8fdc\u7a0b\u5916\u5305\u80fd\u529b\u3002<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>\u6218\u7565\u5efa\u8bae\uff1aMPC \u5728\u672a\u6765\u9690\u79c1\u652f\u4ed8\u57fa\u7840\u8bbe\u65bd\u4e2d\u7684\u6838\u5fc3\u5730\u4f4d<\/strong> <\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u57fa\u4e8e\u5176\u5728\u8fc7\u53bb\u5341\u5e74\u95f4\u4e0d\u65ad\u63d0\u5347\u7684\u6548\u7387\uff0c\u4e1a\u5df2\u8bc1\u660e\u7684\u5546\u4e1a\u53ef\u884c\u6027\u4ee5\u53ca\u5bf9\u5929\u7136\u6a2a\u5411\u6269\u5c55\u67b6\u6784\u7684\u652f\u6301 \uff0c\u672c\u62a5\u544a\u5efa\u8bae\u5c06\u591a\u65b9\u5b89\u5168\u8ba1\u7b97\u786e\u5b9a\u4e3a\u4e0b\u4e00\u4ee3\u9690\u79c1\u652f\u4ed8\u57fa\u7840\u8bbe\u65bd\u7684\u5173\u952e\u6838\u5fc3\u6280\u672f\u3002 \u672a\u6765\u7684\u7814\u53d1\u8d44\u6e90\u5e94\u4fa7\u91cd\u4e8e\u6301\u7eed\u4f18\u5316 MPC \u534f\u8bae\u4e2d\u7684\u901a\u4fe1\u5f00\u9500\uff0c\u901a\u8fc7\u8fdb\u4e00\u6b65\u521b\u65b0\u534f\u8bae\u8bbe\u8ba1\uff0c\u63d0\u5347\u5176\u5728\u5927\u89c4\u6a21\uff0c\u9ad8\u5e76\u53d1\u534f\u4f5c\u573a\u666f\u4e0b\u7684\u8868\u73b0\uff0c\u5de9\u56fa\u5176\u5728\u9690\u79c1\u8ba1\u7b97\u9886\u57df\u7684\u6218\u7565\u6838\u5fc3\u5730\u4f4d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span><a><\/a><strong>B<\/strong><strong>en<\/strong><strong>F<\/strong><strong>en<\/strong><strong>&nbsp;\u9690\u79c1\u652f\u4ed8\uff1aMPC \u4e0e\u94fe\u4e0a\u5e94\u7528\u7ed3\u5408\u7684\u5b9e\u8df5<\/strong> <\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0cBenFen \u516c\u94fe\u901a\u8fc7\u4e0e\u6838\u5fc3\u57fa\u7840\u8bbe\u65bd\u6784\u5efa\u8005 <a href=\"https:\/\/tx-shield.com\" target=\"_blank\" rel=\"noopener\"><u>TX-SHIELD<\/u><\/a>&nbsp;\u6df1\u5ea6\u534f\u4f5c\uff0c\u5c06\u57fa\u4e8e\u591a\u65b9\u5b89\u5168\u8ba1\u7b97\uff08MPC\uff09\u7684\u9690\u79c1\u65b9\u6848\u539f\u751f\u5d4c\u5165\u94fe\u5c42\uff0c\u63d0\u4f9b\u9762\u5411\u7528\u6237\u548c\u673a\u6784\u7684\u9ad8\u5b89\u5168\u6027\u652f\u4ed8\u89e3\u51b3\u65b9\u6848\u3002BenFen \u57fa\u4e8e Move VM \u539f\u751f\u652f\u6301\u79c1\u5bc6\u8d26\u6237\u4e0e\u9690\u79c1\u652f\u4ed8\uff0c\u5141\u8bb8\u7528\u6237\u5728\u94fe\u4e0a\u9690\u85cf\u4ea4\u6613\u91d1\u989d\u4e0e\u8d26\u6237\u4f59\u989d\uff0c\u540c\u65f6\u7ed3\u5408\u7a33\u5b9a\u5e01\u652f\u4ed8Gas\u548c\u8d5e\u52a9\u4ea4\u6613\u673a\u5236\uff0c\u4f18\u5316\u94fe\u4e0a\u64cd\u4f5c\u7684\u4fbf\u6377\u6027\u548c\u53ef\u7528\u6027\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">BenFen \u7684\u9690\u79c1\u652f\u4ed8\u4e0e MPC \u6280\u672f\u76f8\u8f85\u76f8\u6210\uff1a\u5728\u591a\u65b9\u9608\u503c\u7b7e\u540d\uff08TSS\uff09\u6846\u67b6\u4e0b\uff0c\u7528\u6237\u8d44\u4ea7\u7684\u5bc6\u94a5\u4efd\u989d\u88ab\u62c6\u5206\u5e76\u5206\u5e03\u5728\u4e0d\u540c\u8282\u70b9\uff0c\u4efb\u4f55\u4e00\u65b9\u90fd\u65e0\u6cd5\u5355\u72ec\u6062\u590d\u5b8c\u6574\u79c1\u94a5\uff0c\u4ea4\u6613\u7b7e\u7f72\u5168\u7a0b\u65e0\u9700\u66b4\u9732\u79c1\u94a5\u660e\u6587\uff0c\u4ece\u6e90\u5934\u5f3a\u5316\u4e86\u8d44\u4ea7\u5b89\u5168\u6027\u4e0e\u4ea4\u6613\u9690\u79c1\u6027\u3002\u4f9d\u6258\u8fd9\u4e00\u673a\u5236\uff0c\u7528\u6237\u7684\u8f6c\u8d26\u8def\u5f84\u3001\u4ea4\u6613\u610f\u56fe\u4e0e\u8d26\u6237\u5173\u8054\u6027\u5747\u53ef\u5728\u94fe\u4e0a\u88ab\u9690\u79c1\u5316\u5904\u7406\uff0c\u4f7f\u7a33\u5b9a\u5e01\u652f\u4ed8\u3001\u8d44\u4ea7\u4e92\u52a8\u4e0e\u9891\u7e41\u4ea4\u6613\u66f4\u4e0d\u6613\u88ab\u76d1\u63a7\u3001\u5206\u6790\u6216\u753b\u50cf\u3002\u672a\u6765\uff0cBenFen \u5c06\u8fdb\u4e00\u6b65\u63a8\u8fdb\u66f4\u53bb\u4e2d\u5fc3\u5316\u7684 SMPC \u4f53\u7cfb\uff0c\u4ee5\u63d0\u5347\u6297\u5ba1\u67e5\u80fd\u529b\u4e0e\u6545\u969c\u5197\u4f59\uff0c\u4e3a\u6574\u5957\u9690\u79c1\u652f\u4ed8\u7f51\u7edc\u6ce8\u5165\u66f4\u5f3a\u7684\u7a33\u5065\u6027\u4e0e\u5b89\u5168\u8fb9\u754c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e94\u7528\u5c42\u5165\u53e3 <a href=\"https:\/\/www.benpay.com\/home\/\" target=\"_blank\" rel=\"noopener\"><u>BenPay<\/u><\/a>&nbsp;\u5219\u628a BenFen \u7684\u9690\u79c1\u652f\u4ed8\u80fd\u529b\u771f\u6b63\u5e26\u5165\u7528\u6237\u4f53\u9a8c\u5c42\uff1a\u7a33\u5b9a\u5e01\u53ef\u76f4\u63a5\u7528\u4e8e\u652f\u4ed8 Gas\uff0c\u4f7f\u7528\u6237\u5728\u8fdb\u884c <a href=\"https:\/\/www.benpay.com\/defi-earn\/\" target=\"_blank\" rel=\"noopener\"><u>DeFi \u8d5a\u5e01<\/u><\/a>\u3001<a href=\"https:\/\/www.benpay.com\/card\/home\" target=\"_blank\" rel=\"noopener\"><u>BenPay Card<\/u><\/a>&nbsp;\u591a\u94fe\u5145\u503c\u4e0e\u8de8\u5883\u652f\u4ed8\u3001\u94fe\u4e0a\u8f6c\u8d26\u65f6\uff0c\u5168\u7a0b\u4fdd\u6301\u9690\u79c1\u3001\u65e0\u9700\u6301\u6709\u539f\u751f\u4ee3\u5e01\uff0c\u5e76\u4ee5\u66f4\u719f\u6089\u3001\u66f4\u4f4e\u6469\u64e6\u7684\u65b9\u5f0f\u53c2\u4e0e Web3 \u91d1\u878d\u64cd\u4f5c\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"494\" height=\"1024\" src=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/BenFens-privacy-coins-494x1024.png\" alt=\"BenFen's privacy coins\" class=\"wp-image-3395\" style=\"width:300px\" srcset=\"https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/BenFens-privacy-coins-494x1024.png 494w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/BenFens-privacy-coins-145x300.png 145w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/BenFens-privacy-coins-768x1592.png 768w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/BenFens-privacy-coins-741x1536.png 741w, https:\/\/www.benfen.org\/blog\/wp-content\/uploads\/2025\/12\/BenFens-privacy-coins.png 828w\" sizes=\"(max-width: 494px) 100vw, 494px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u5728 BenPay DeFi Earn \u4e2d\uff0c\u7528\u6237\u7684\u4ed3\u4f4d\u53d8\u5316\u4e0e\u7b56\u7565\u8c03\u6574\u4e0d\u66b4\u9732\u7ed9\u7b2c\u4e09\u65b9\u94fe\u4e0a\u5206\u6790\uff1b\u5728 BenPay Card \u4e2d\uff0c\u94fe\u4e0a\u5230\u7ebf\u4e0b\u7684\u6d88\u8d39\u8def\u5f84\u88ab\u9690\u79c1\u5316\u4fdd\u62a4\uff0c\u907f\u514d\u6d88\u8d39\u8f68\u8ff9\u88ab\u8ffd\u8e2a\uff1b\u5728\u8de8\u94fe\u3001\u8f6c\u8d26\u6216\u8d44\u4ea7\u7ba1\u7406\u8fc7\u7a0b\u4e2d\uff0c\u654f\u611f\u8bb0\u5f55\u4e0d\u4f1a\u5f62\u6210\u53ef\u88ab\u8bc6\u522b\u7684\u660e\u7ec6\u94fe\u8def\uff0c\u4f7f\u94fe\u4e0a\u91d1\u878d\u884c\u4e3a\u5177\u5907\u63a5\u8fd1\u73b0\u91d1\u652f\u4ed8\u7684\u5b89\u5168\u6027\u4e0e\u81ea\u7531\u5ea6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u4e0e TX-SHIELD&nbsp;\u7684\u534f\u4f5c\u5b9e\u8df5\u4e0b\uff0c\u4e0d\u4ec5\u4e3a\u4f01\u4e1a\u7ea7\u7528\u6237\u5e26\u6765\u9ad8\u6027\u80fd\u3001\u9ad8\u53ef\u7528\u4e0e\u9690\u79c1\u517c\u5f97\u7684\u5168\u65b0\u7a33\u5b9a\u5e01\u7ed3\u7b97\u65b9\u6848\uff0c\u66f4\u5145\u5206\u5c55\u793a\u4e86 MPC 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