{"id":615,"date":"2025-02-11T03:05:19","date_gmt":"2025-02-10T19:05:19","guid":{"rendered":"https:\/\/www.db-hk.com\/?p=615"},"modified":"2025-02-11T03:05:19","modified_gmt":"2025-02-10T19:05:19","slug":"fhe%e6%98%afzk%e7%9a%84%e4%b8%8b%e4%b8%80%e6%ad%a5%ef%bc%8c%e5%8a%a0%e5%af%86%e6%8a%80%e6%9c%af%e5%a6%82%e6%98%af%e8%af%b4","status":"publish","type":"post","link":"http:\/\/www.fubairui.net\/?p=615","title":{"rendered":"FHE\u662fZK\u7684\u4e0b\u4e00\u6b65\uff0c\u52a0\u5bc6\u6280\u672f\u5982\u662f\u8bf4"},"content":{"rendered":"

\u52a0\u5bc6\u8d27\u5e01\u7684\u53d1\u5c55\u4e3b\u7ebf\u5f02\u5e38\u6e05\u6670\uff0c\u6bd4\u7279\u5e01\u521b\u9020\u4e86\u52a0\u5bc6\u8d27\u5e01\uff0c\u4ee5\u592a\u574a\u521b\u9020\u4e86\u516c\u94fe\uff0c\u6cf0\u8fbe\u516c\u53f8\u521b\u9020\u4e86\u7a33\u5b9a\u5e01\uff0cBitMEX \u521b\u9020\u4e86\u6c38\u7eed\u5408\u7ea6\uff0c\u56db\u79cd\u521b\u9020\u5982\u540c\u52a0\u5bc6\u539f\u8bed\u642d\u5efa\u51fa\u4e07\u4ebf\u7684\u5e02\u573a\uff0c\u6570\u4e0d\u6e05\u7684\u66b4\u5bcc\u795e\u8bdd\uff0c\u6216\u8005\u88ab\u4eba\u65f6\u523b\u94ed\u8bb0\u7684\u53bb\u4e2d\u5fc3\u5316\u7684\u8ff7\u68a6\u3002<\/p>\n

\u52a0\u5bc6\u6280\u672f\u7684\u53d1\u5c55\u8f68\u8ff9\u5374\u4e0d\u751a\u660e\u4e86\uff0c\u5404\u7c7b\u5171\u8bc6\u7b97\u6cd5\uff0c\u79cd\u79cd\u7cbe\u5de7\u7684\u8bbe\u8ba1\u90fd\u654c\u4e0d\u8fc7\u8d28\u62bc\u548c\u591a\u7b7e\u7cfb\u7edf\uff0c\u800c\u540e\u8005\u624d\u662f\u7ef4\u6301\u52a0\u5bc6\u7cfb\u7edf\u8fd0\u8f6c\u7684\u771f\u6b63\u652f\u67f1\uff0c\u6bd4\u5982\u62bd\u53bb\u4e2d\u5fc3\u5316\u8d28\u62bc\u7684 WBTC \u540e\uff0c\u5927\u90e8\u5206 BTC L2 \u90fd\u65e0\u6cd5\u5b58\u5728\uff0c\u800c Babylon \u7684\u539f\u751f\u8d28\u62bc\u662f\u8fd9\u4e2a\u65b9\u5411\u7684\u63a2\u7d22\uff0c\u4ef7\u503c 7 \u5343\u4e07\u7f8e\u5143\u7684\u63a2\u7d22\u3002<\/p>\n

\u6211\u5c1d\u8bd5\u5728\u672c\u6587\u4e2d\u52fe\u52d2\u4e00\u79cd\u52a0\u5bc6\u6280\u672f\u7684\u53d1\u5c55\u53f2\uff0c\u8fd9\u533a\u522b\u4e8e\u52a0\u5bc6\u884c\u4e1a\u7684\u5404\u7c7b\u6280\u672f\u53d8\u8fc1\u8fc7\u7a0b\uff0c\u6bd4\u5982 FHE \u548c ZK \u4ee5\u53ca MPC \u7684\u5173\u7cfb\uff0c\u4ece\u4e00\u4e2a\u7c97\u7565\u5e94\u7528\u7684\u8fc7\u7a0b\u800c\u8a00\uff0cMPC \u7528\u4e8e\u5f00\u59cb\uff0cFHE \u53ef\u4ee5\u7528\u4e8e\u4e2d\u95f4\u7684\u8ba1\u7b97\u8fc7\u7a0b\uff0c\u800c ZK \u53ef\u4ee5\u6700\u7ec8\u8bc1\u660e\uff0c\u800c\u4ece\u5e94\u7528\u65f6\u95f4\u987a\u5e8f\uff0c\u5219\u662f ZK \u6700\u65e9\u843d\u5730\uff0c\u4e4b\u540e AA \u94b1\u5305\u6982\u5ff5\u5927\u706b\uff0cMPC \u4f5c\u4e3a\u4e00\u79cd\u6280\u672f\u65b9\u6848\u5f97\u5230\u91cd\u89c6\uff0c\u53d1\u5c55\u63d0\u901f\uff0c\u552f\u72ec FHE \u5728 2020 \u5e74\u5df2\u7ecf\u88ab\u795e\u65bd\u4ee5\u55bb\u8a00\uff0c\u4f46\u5728 2024 \u5e74\u624d\u7565\u5fae\u8d77\u706b\u3002<\/p>\n

\"FHE\u662fZK\u7684\u4e0b\u4e00\u6b65\uff0c\u52a0\u5bc6\u6280\u672f\u5982\u662f\u8bf4\"\"FHE\u662fZK\u7684\u4e0b\u4e00\u6b65\uff0c\u52a0\u5bc6\u6280\u672f\u5982\u662f\u8bf4\"MPC\/FHE\/ZKP<\/em><\/p>\n

\u4e0e ZK \u548c MPC \u4e0d\u540c\uff0cFHE \u751a\u81f3\u548c\u5f53\u524d\u6240\u6709\u7684\u52a0\u5bc6\u7b97\u6cd5\u90fd\u4e0d\u540c\uff0c\u9664\u4e86 FHE \u4e4b\u5916\uff0c\u4efb\u4f55\u7684\u5bf9\u79f0\u6216\u975e\u5bf9\u79f0\u52a0\u5bc6\u6280\u672f\uff0c\u90fd\u5728\u8bd5\u56fe\u521b\u9020\u4e00\u4e2a\u300c\u4e0d\u5bb9\u6613\u6216\u65e0\u6cd5\u7834\u89e3\u7684\u5bc6\u7801\u7cfb\u7edf\u300d\u6765\u8fbe\u5230\u7edd\u5bf9\u7684\u5b89\u5168\uff0c\u4f46\u662f FHE \u7684\u76ee\u6807\u662f\u8ba9\u52a0\u5bc6\u540e\u7684\u5bc6\u6587\u53d1\u6325\u4f5c\u7528\uff0c\u5373\u52a0\u5bc6\u548c\u89e3\u5bc6\u662f\u91cd\u8981\u7684\uff0c\u4f46\u662f\u52a0\u5bc6\u540e\uff0c\u89e3\u5bc6\u524d\u7684\u5185\u5bb9\u4e5f\u4e0d\u8be5\u6d6a\u8d39\u3002<\/strong><\/p>\n

\u7406\u8bba\u9f50\u5907\uff0cWeb2 \u5148\u4e8e Web3 \u843d\u5730<\/strong><\/p>\n

FHE \u662f\u4e00\u79cd\u57fa\u7840\u6280\u672f\uff0c\u5e76\u4e14\u5728\u5b66\u672f\u4e0a\u5df2\u7ecf\u5b8c\u6210\u7406\u8bba\u63a2\u7d22\uff0cWeb2 \u5de8\u5934\u51fa\u529b\u9887\u591a\uff0c\u6bd4\u5982\u5fae\u8f6f\u3001\u82f1\u7279\u5c14\u3001IBM \u548c DARPA \u652f\u6301\u7684 Duality \u5df2\u7ecf\u8fdb\u884c\u8f6f\u786c\u4ef6\u9002\u914d\u548c\u5f00\u53d1\u5de5\u5177\u7684\u51c6\u5907\u3002<\/p>\n

\u6709\u4e2a\u597d\u6d88\u606f\u662f\uff0cWeb2 \u7684\u5de8\u5934\u4eec\u4e5f\u5e76\u4e0d\u77e5\u9053\u8be5\u62ff FHE \u6765\u505a\u4ec0\u4e48\uff0cWeb3 \u4ece\u73b0\u5728\u8d77\u6b65\u4e0d\u7b97\u665a\uff0c\u8fd8\u6709\u4e00\u4e2a\u574f\u6d88\u606f\u662f Web3 \u7684\u9002\u914d\u7ea6\u7b49\u4e8e 0\uff0c\u4e3b\u6d41\u7684\u6bd4\u7279\u5e01\u3001\u4ee5\u592a\u574a\u90fd\u65e0\u6cd5\u539f\u751f\u517c\u5bb9 FHE \u7b97\u6cd5\uff0c\u5c3d\u7ba1\u4ee5\u592a\u574a\u662f\u4e16\u754c\u8ba1\u7b97\u673a\uff0c\u4f46\u662f\u786c\u7b97 FHE \u6050\u6015\u8981\u7b97\u5230\u4e16\u754c\u672b\u65e5\u3002<\/p>\n

\u6211\u4eec\u4e3b\u8981\u5173\u6ce8 Web3 \u7684\u63a2\u7d22\uff0c\u53ea\u9700\u8981\u8bb0\u4f4f Web2 \u5de8\u5934\u4eec\u5bf9 FHE \u975e\u5e38\u70ed\u8877\uff0c\u5e76\u4e14\u5df2\u7ecf\u505a\u4e86\u5927\u91cf\u57fa\u7840\u5de5\u4f5c\u5373\u53ef\u3002<\/strong><\/p>\n

\u8fd9\u662f\u56e0\u4e3a Vitalik \u4ece 2020 \u5e74\u5230 2024 \u5e74\uff0c\u91cd\u5fc3\u90fd\u5728 ZK \u4e0a\u3002<\/p>\n

\u8fd9\u91cc\u8981\u7b80\u5355\u9610\u91ca\u4e0b\u6211\u5bf9 ZK \u7684\u7206\u706b\u5f52\u56e0\uff0c\u5728\u4ee5\u592a\u574a\u786e\u7acb\u4ee5 Rollup \u7684\u6269\u5bb9\u8def\u7ebf\u4e4b\u540e\uff0cZK \u7684\u72b6\u6001\u538b\u7f29\u529f\u80fd\u53ef\u4ee5\u6781\u5927\u51cf\u5c11 L2 \u5411 L1 \u4f20\u8f93\u6570\u636e\u7684\u5927\u5c0f\uff0c\u8fd9\u5728\u7ecf\u6d4e\u4e0a\u5177\u6709\u5de8\u5927\u4ef7\u503c\uff0c\u5f53\u7136\uff0c\u8fd9\u53ea\u662f\u7406\u8bba\u4e0a\u7684\uff0cL2 \u7684\u788e\u7247\u5316\u4ee5\u53ca\u6392\u5e8f\u5668\u7b49\u95ee\u9898\uff0c\u751a\u81f3\u90e8\u5206 L2\/Rollup \u6536\u5272\u7528\u6237\u624b\u7eed\u8d39\u95ee\u9898\uff0c\u8fd9\u90fd\u5c5e\u4e8e\u53d1\u5c55\u4e2d\u7684\u65b0\u95ee\u9898\uff0c\u53ea\u80fd\u7528\u7ee7\u7eed\u53d1\u5c55\u6765\u89e3\u51b3\u3002<\/p>\n

\u7b80\u5355\u5f52\u7eb3\u4e0b\uff0c\u5373\u4ee5\u592a\u574a\u9700\u8981\u6269\u5bb9\uff0c\u786e\u7acb\u4e86 Layer 2 \u53d1\u5c55\u8def\u7ebf\uff0cZK\/OP \u7cfb Rollup \u4e89\u5947\u6597\u8273\uff0c\u5f62\u6210\u77ed\u671f OP\uff0c\u957f\u671f ZK \u7684\u884c\u4e1a\u5171\u8bc6\uff0c\u5851\u9020\u51fa ARB\/OP\/zkSync\/SatrkNet \u56db\u5927\u5de8\u5934\u3002<\/strong><\/p>\n

\u7ecf\u6d4e\u6027\u662f ZK \u80fd\u88ab\u52a0\u5bc6\u4e16\u754c\uff0c\u5c24\u5176\u662f\u4ee5\u592a\u574a\u4f53\u7cfb\u63a5\u7eb3\u7684\u91cd\u8981\u539f\u56e0\uff0c\u751a\u81f3\u662f\u552f\u4e00\u539f\u56e0\uff0c\u56e0\u800c\u63a5\u4e0b\u6765\u7684 FHE \u6280\u672f\u7279\u70b9\u4e0d\u4f1a\u8d58\u8ff0\uff0c\u91cd\u70b9\u662f\u8003\u5bdf FHE \u80fd\u5728\u54ea\u4e9b\u65b9\u5411\u63d0\u9ad8 Web3 \u7684\u8fd0\u8f6c\u6548\u7387\uff0c\u6216\u8005\u964d\u4f4e Web3 \u7684\u8fd0\u4f5c\u6210\u672c\uff0c\u964d\u672c\u548c\u589e\u6548\uff0c\u603b\u8981\u5360\u4e00\u4e2a\u3002<\/p>\n

FHE \u53d1\u5c55\u5c0f\u53f2\u548c\u6210\u679c<\/strong><\/p>\n

\u9996\u5148\u662f\u533a\u522b\u540c\u6001\u52a0\u5bc6\u548c\u5168\u540c\u6001\u52a0\u5bc6\uff0c\u4e25\u683c\u610f\u4e49\u4e0a\u800c\u8a00\uff0c\u5168\u540c\u6001\u52a0\u5bc6\u662f\u524d\u8005\u7684\u4e00\u79cd\u7279\u4f8b\uff0c\u540c\u6001\u52a0\u5bc6\u610f\u5473\u7740\u300c\u5bf9\u5bc6\u6587\u7684\u52a0\u6cd5\u6216\u4e58\u6cd5\u8ba1\u7b97\u7b49\u540c\u4e8e\u5bf9\u660e\u6587\u7684\u52a0\u6cd5\u6216\u4e58\u6cd5\u8ba1\u7b97\u300d\uff0c\u5373\uff1a<\/p>\n

\"FHE\u662fZK\u7684\u4e0b\u4e00\u6b65\uff0c\u52a0\u5bc6\u6280\u672f\u5982\u662f\u8bf4\"\"FHE\u662fZK\u7684\u4e0b\u4e00\u6b65\uff0c\u52a0\u5bc6\u6280\u672f\u5982\u662f\u8bf4\"<\/figure>\n

\u6b64\u65f6\uff0cc \u548c E(c)\uff0cd \u548c E(d) \u53ef\u4ee5\u89c6\u4e3a\u7b49\u4ef7\u503c\uff0c\u4f46\u662f\u8981\u6ce8\u610f\uff0c\u8fd9\u91cc\u7684\u6709\u4e24\u4e2a\u96be\u70b9\uff1a<\/p>\n

    \n
  1. \u660e\u6587\u548c\u5bc6\u6587\u7684\u76f8\u7b49\uff0c\u5176\u5b9e\u662f\u660e\u6587\u5728\u52a0\u5165\u4e00\u4e9b\u566a\u97f3\u540e\uff0c\u5bf9\u5176\u8fdb\u884c\u8fdb\u884c\u8fd0\u7b97\u5f97\u5230\u5bc6\u6587\uff0c\u5982\u679c\u5bc6\u6587\u5bfc\u81f4\u7684\u504f\u79bb\u503c\u8fc7\u5927\uff0c\u5219\u4f1a\u5bfc\u81f4\u8ba1\u7b97\u5931\u8d25\uff0c\u56e0\u6b64\u63a7\u5236\u566a\u97f3\u7684\u5404\u7c7b\u7b97\u6cd5\u7684\u5173\u952e\uff1b<\/li>\n
  2. \u52a0\u6cd5\u548c\u4e58\u6cd5\u7684\u5f00\u9500\u5de8\u5927\uff0c\u5bc6\u6587\u8ba1\u7b97\u53ef\u80fd\u662f\u660e\u6587\u8ba1\u7b97\u7684 1 \u4e07\u5230 100 \u4e07\u500d\u4ee5\u4e0a\uff0c\u800c\u53ea\u6709\u540c\u65f6\u5b9e\u73b0\u65e0\u9650\u6b21\u7684\u52a0\u6cd5\u548c\u4e58\u6cd5\u5bc6\u6587\u8ba1\u7b97\u624d\u80fd\u88ab\u79f0\u4e3a\u5168\u540c\u6001\u52a0\u5bc6\uff0c\u5f53\u7136\uff0c\u5404\u7c7b\u540c\u6001\u52a0\u5bc6\u5728\u5404\u81ea\u9886\u57df\u4e5f\u6709\u5176\u72ec\u7279\u4ef7\u503c\uff0c\u6309\u7167\u5b9e\u73b0\u7a0b\u5ea6\u7684\u4e0d\u540c\uff0c\u53ef\u505a\u5982\u4e0b\u5212\u5206\uff1a<\/li>\n<\/ol>\n
      \n
    • \u90e8\u5206\u540c\u6001\u52a0\u5bc6\uff08Partially homomorphic encryption\uff09\uff1a\u53ea\u5141\u8bb8\u5bf9\u52a0\u5bc6\u6570\u636e\u6267\u884c\u6709\u9650\u7684\u64cd\u4f5c\u96c6\uff0c\u5982\u52a0\u6cd5\u6216\u4e58\u6cd5\u3002\u67d0\u79cd\u540c\u6001\u52a0\u5bc6\uff08Somewhat homomorphic encryption\uff09\uff1a\u5141\u8bb8\u6709\u9650\u6570\u91cf\u7684\u52a0\u6cd5\u548c\u4e58\u6cd5\u8fd0\u7b97\u3002<\/li>\n
    • \u5168\u540c\u6001\u52a0\u5bc6\uff08Fully homomorphic encryption\uff09\uff1a\u5141\u8bb8\u65e0\u9650\u6570\u91cf\u7684\u52a0\u6cd5\u548c\u4e58\u6cd5\u8fd0\u7b97\uff0c\u4ece\u800c\u5b9e\u73b0\u5bf9\u52a0\u5bc6\u6570\u636e\u7684\u4efb\u610f\u8ba1\u7b97\u3002<\/strong><\/li>\n<\/ul>\n

      \u5168\u540c\u6001\u52a0\u5bc6\uff08FHE\uff09\u7684\u53d1\u5c55\u5386\u7a0b\u53ef\u4ee5\u8ffd\u6eaf\u5230 2009 \u5e74\uff0cCraig Gentry \u9996\u6b21\u63d0\u51fa\u4e86\u57fa\u4e8e\u7406\u60f3\u683c<\/strong>\u7684\u5168\u540c\u6001\u7b97\u6cd5\uff0c\u7406\u60f3\u683c\u662f\u4e00\u79cd\u6570\u5b66\u7ed3\u6784\uff0c\u5b83\u5141\u8bb8\u7528\u6237\u5b9a\u4e49\u4e00\u4e2a\u591a\u7ef4\u7a7a\u95f4\u4e2d\u7684\u70b9\u96c6\uff0c\u5176\u4e2d\u8fd9\u4e9b\u70b9\u6ee1\u8db3\u7279\u5b9a\u7684\u7ebf\u6027\u5173\u7cfb\u3002<\/p>\n

      \u5728 Gentry \u7684\u65b9\u6848\u4e2d\uff0c\u4f7f\u7528\u7406\u60f3\u683c\u6765\u8868\u793a\u5bc6\u94a5\u548c\u52a0\u5bc6\u6570\u636e\uff0c\u4ece\u800c\u4f7f\u5f97\u52a0\u5bc6\u6570\u636e\u53ef\u4ee5\u5728\u4fdd\u6301\u9690\u79c1\u7684\u540c\u65f6\uff0c\u5e76\u4e14\u4f7f\u7528\u81ea\u4e3e\u6765\u964d\u4f4e\u566a\u97f3\uff0c\u81ea\u4e3e\u53ef\u4ee5\u7406\u89e3\u4e3a\u300c\u81ea\u5df1\u4f7f\u52b2\u63ea\u81ea\u5df1\u7684\u978b\u5e26\uff0c\u628a\u81ea\u5df1\u7ffb\u8fc7\u6765\u300d\uff0c\u5b9e\u9645\u64cd\u4f5c\u4e0a\u662f\u901a\u8fc7\u5bf9 FHE \u52a0\u5bc6\u540e\u7684\u5bc6\u6587\u518d\u52a0\u4e00\u6b21\u5bc6\uff0c\u8fbe\u5230\u964d\u4f4e\u566a\u97f3\u5e76\u7ef4\u6301\u4fdd\u5bc6\u6027\uff0c\u4ee5\u6b64\u652f\u6301\u590d\u6742\u7684\u8ba1\u7b97\u64cd\u4f5c\u3002<\/strong><\/p>\n

      \uff08\u81ea\u4e3e\u662f FHE \u5b9e\u7528\u5316\u975e\u5e38\u91cd\u8981\u7684\u6280\u672f\u8fdb\u6b65\uff0c\u4f46\u662f\u6570\u5b66\u77e5\u8bc6\u4e0d\u518d\u5c55\u5f00\uff09<\/p>\n

      \u8fd9\u4e2a\u7b97\u6cd5\u662f FHE \u7684\u91cc\u7a0b\u7891\uff0c\u9996\u6b21\u5728\u5de5\u7a0b\u4e0a\u8bc1\u660e\u4e86 FHE \u7684\u53ef\u884c\u6027\uff0c\u4f46\u662f\u5f00\u9500\u5de8\u5927\uff0c\u751a\u81f3\u8981\u4e09\u5341\u5206\u949f\u624d\u80fd\u8fd0\u7b97\u4e00\u6b65\uff0c\u57fa\u672c\u4e0a\u6ca1\u6709\u5b9e\u7528\u5316\u7684\u53ef\u80fd\u6027\u3002<\/p>\n

      \u4ece 0 \u5230 1 \u89e3\u51b3\u540e\uff0c\u5269\u4e0b\u7684\u53ea\u662f\u5927\u89c4\u6a21\u5b9e\u7528\u5316\uff0c\u4e5f\u53ef\u4ee5\u7406\u89e3\u4e3a\u57fa\u4e8e\u4e0d\u540c\u7684\u6570\u5b66\u5047\u8bbe\uff0c\u5f00\u5c55\u5bf9\u5e94\u7684\u7b97\u6cd5\u8bbe\u8ba1\uff0c\u9664\u7406\u60f3\u683c\u5916\uff0c\u88ab\u7528\u4e8e\u5b89\u5168\u6027\u5047\u8bbe\u7684\u8fd8\u6709 LWE\uff08Learning with Error\uff09\u53ca\u5176\u53d8\u79cd\uff0c\u4e5f\u662f\u76ee\u524d\u6700\u4e3a\u5e38\u89c1\u7684\u65b9\u6848\u3002<\/p>\n

      \u5728 2012 \u5e74\uff0cZvika Brakerski, Craig Gentry \u548c Vinod Vaikuntanathan \u63d0\u51fa\u4e86 BGV \u65b9\u6848\uff0c\u8fd9\u662f\u7b2c\u4e8c\u4ee3 FHE \u65b9\u6848\u4e4b\u4e00\uff0c\u5176\u6700\u91cd\u8981\u7684\u8d21\u732e\u662f\u6a21\u6570\u8f6c\u6362\u6280\u672f\uff0c\u8fd9\u4e00\u6280\u672f\u6709\u6548\u5730\u63a7\u5236\u4e86\u540c\u6001\u8fd0\u7b97\u5e26\u6765\u7684\u5bc6\u6587\u566a\u58f0\u589e\u52a0\uff0c\u4ece\u800c\u6784\u9020\u4e86 Leveled FHE\uff0c\u5373\u8fd9\u6837\u7684 FHE \u53ef\u4ee5\u5b9e\u73b0\u7ed9\u5b9a\u8ba1\u7b97\u6df1\u5ea6\u7684\u540c\u6001\u8ba1\u7b97\u4efb\u52a1\u3002<\/p>\n

      \u4e0e\u4e4b\u7c7b\u4f3c\u7684\u8fd8\u6709 BFV \u548c CKKS \u7b49\u65b9\u6848\uff0c\u5c24\u5176\u662f CKKS \u65b9\u6848\u53ef\u4ee5\u652f\u6301\u6d6e\u70b9\u8fd0\u7b97\uff0c\u4f46\u662f\u4f1a\u8fdb\u4e00\u6b65\u589e\u5f3a\u5bf9\u7b97\u529b\u8d44\u6e90\u7684\u6d88\u8017\uff0c\u4ecd\u7136\u9700\u8981\u66f4\u597d\u7684\u65b9\u6848\u3002<\/p>\n

      \u6700\u540e\u662f TFHE \u548c FHEW \u65b9\u6848\uff0c\u5c24\u5176\u662f TFHE \u65b9\u6848\uff0c\u8fd9\u662f Zama \u7684\u9996\u9009\u7b97\u6cd5\uff0c\u6211\u4eec\u5bf9\u5176\u8fdb\u884c\u7b80\u8981\u4ecb\u7ecd\uff0c\u7b80\u5355\u6765\u8bf4\uff0cFHE \u7684\u566a\u97f3\u95ee\u9898\u53ef\u4ee5\u901a\u8fc7 Gentry \u9996\u6b21\u5e94\u7528\u7684\u81ea\u4e3e\u6765\u964d\u4f4e\uff0c\u800c TFHE \u53ef\u4ee5\u505a\u5230\u9ad8\u6548\u81ea\u4e3e\uff0c\u5e76\u4e14\u5728\u7cbe\u5ea6\u4e0a\u6709\u4fdd\u969c\uff0c\u56e0\u6b64\u548c\u533a\u5757\u94fe\u9886\u57df\u6709\u8f83\u597d\u7684\u7ed3\u5408\u70b9\u3002<\/p>\n

      \u6211\u4eec\u5bf9\u5404\u65b9\u6848\u7684\u4ecb\u7ecd\u70b9\u5230\u4e3a\u6b62\uff0c\u5b9e\u9645\u4e0a\u4ed6\u4eec\u4e4b\u95f4\u7684\u5dee\u5f02\u5e76\u4e0d\u662f\u4f18\u52a3\u4e4b\u5206\uff0c\u66f4\u591a\u662f\u573a\u666f\u4e0d\u540c\uff0c\u4f46\u662f\u57fa\u672c\u90fd\u9700\u8981\u5f3a\u5927\u7684\u8f6f\u786c\u4ef6\u8d44\u6e90\u652f\u6301\uff0c\u5373\u4f7f\u662f TFHE \u65b9\u6848\uff0c\u4e5f\u9700\u8981\u89e3\u51b3\u786c\u4ef6\u95ee\u9898\u624d\u80fd\u5927\u89c4\u6a21\u5e94\u7528\uff0c\u57fa\u672c\u4e0a\u4e0d\u53ef\u80fd\u6cbf\u88ad ZK \u9886\u57df\u300c\u7b97\u6cd5\u548c\u8f6f\u4ef6\u5148\u884c\uff0c\u786c\u4ef6\u548c\u6a21\u5757\u5316\u8ddf\u8fdb\u300d\u7684\u8def\u5f84\uff0c\u4e5f\u5c31\u662f\u4ece\u4e00\u5f00\u59cb FHE \u5c31\u8981\u548c\u786c\u4ef6\u540c\u6b65\u53d1\u5c55\uff0c\u81f3\u5c11\u5728\u52a0\u5bc6\u9886\u57df\u5fc5\u7136\u5982\u6b64\u3002<\/p>\n

      Web 2 OpenFHE vs Web3 Zama<\/strong><\/p>\n

      \u524d\u6587\u63d0\u5230 Web2 \u5de8\u5934\u90fd\u5728\u63a2\u7d22\uff0c\u4e5f\u5f62\u6210\u4e86\u4e00\u4e9b\u5b9e\u8df5\u6210\u679c\uff0c\u8fd9\u91cc\u5bf9\u5176\u8fdb\u884c\u603b\u7ed3\uff0c\u5e76\u5f15\u5165 Web3 \u7684\u5e94\u7528\u573a\u666f\u3002<\/p>\n

      \u5220\u7e41\u5c31\u7b80\uff0cIBM \u8d21\u732e\u4e86 Helib \u5e93\uff0c\u4e3b\u8981\u652f\u6301 BGV \u548c CKKS\uff0c\u5fae\u8f6f\u7684 SEAL \u5e93\u4e3b\u8981\u652f\u6301 CKKS \u548c BFV \u65b9\u6848\uff0c\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c CKKS \u4f5c\u8005\u4e4b\u4e00\u7684 Song Yongsoo \u53c2\u4e0e\u4e86 SEAL \u7684\u8bbe\u8ba1\u548c\u5f00\u53d1\uff0c\u800c OpenFHE \u662f\u6700\u4e3a\u96c6\u5927\u6210\u8005\uff0c\u7531 DARPA \u652f\u6301\u7684 Duality \u7814\u53d1\uff0c\u76ee\u524d\u652f\u6301 BGV\u3001BFV\u3001CKKS\u3001TFHE \u548c FHEW \u7b49\u4e3b\u6d41\u7b97\u6cd5\uff0c\u4f30\u8ba1\u662f\u5e02\u573a\u4e0a\u73b0\u5b58\u7684 FHE \u5e93\u4e2d\u6700\u4e3a\u9f50\u5907\u7684\u3002<\/p>\n

      \u5e76\u4e14\uff0cOpenFHE \u4e5f\u63a2\u7d22\u8fc7\u548c\u56e0\u7279\u5c14\u7684 CPU \u52a0\u901f\u5e93\u5408\u4f5c\uff0c\u4ee5\u53ca\u8c03\u7528\u82f1\u4f1f\u8fbe\u7684 CUDA \u63a5\u53e3\uff0c\u4ee5\u652f\u6301 GPU \u52a0\u901f\uff0c\u4f46\u662f CUDA \u5bf9 FHE \u6700\u8fd1\u7684\u652f\u6301\u505c\u7559\u5728 2018 \u5e74\uff0c\u6682\u65f6\u672a\u627e\u5230\u66f4\u65b0\u7684\u652f\u6301\uff0c\u5982\u6709\u9519\u8bb9\uff0c\u8fd8\u8bf7\u6307\u6b63\u3002<\/p>\n

      OpenFHE \u652f\u6301 C++ \u548c Python \u4e24\u79cd\u8bed\u8a00\uff0cRust API \u6b63\u5728\u5f00\u53d1\u4e2d\uff0c\u5e76\u4e14\u81f4\u529b\u4e8e\u63d0\u4f9b\u7b80\u5355\u5168\u9762\u7684\u6a21\u5757\u5316\u548c\u8de8\u5e73\u53f0\u80fd\u529b\uff0c\u5982\u679c\u662f Web2 \u5f00\u53d1\u8005\uff0c\u90a3\u4e48\u8fd9\u662f\u6700\u7b80\u5355\u7684\u5f00\u7bb1\u5373\u7528\u65b9\u6848\u3002<\/p>\n

      \u5982\u679c\u662f Web3 \u5f00\u53d1\u8005\uff0c\u5c31\u8981\u4e0a\u4e0a\u96be\u5ea6\u4e86\u3002<\/strong><\/p>\n

      \u53d7\u9650\u4e8e\u5b71\u5f31\u7684\u8fd0\u7b97\u80fd\u529b\uff0c\u5927\u90e8\u5206\u516c\u94fe\u65e0\u6cd5\u652f\u6301 FHE \u7b97\u6cd5\u7684\u6267\u884c\uff0c\u5176\u6b21\u662f\u6bd4\u7279\u5e01\u548c\u4ee5\u592a\u574a\u751f\u6001\u76ee\u524d\u7f3a\u4e4f\u5bf9 FHE \u7684\u300c\u7ecf\u6d4e\u9700\u6c42\u300d\uff0c\u518d\u6b21\u5f3a\u8c03\uff0c\u662f\u5148\u6709\u4e86\u5bf9 L2–>L1 \u9ad8\u6548\u4f20\u8f93\u6570\u636e\u7684\u9700\u6c42\uff0c\u624d\u6fc0\u53d1\u4e86 ZK \u7b97\u6cd5\u7684\u843d\u5730\uff0c\u800c\u4e0d\u80fd\u4e3a\u4e86 FHE \u800c FHE \uff0c\u8fd9\u662f\u62ff\u7740\u9524\u5b50\u6572\u9489\u5b50\uff0c\u5f3a\u884c\u7684\u5339\u914d\uff0c\u53ea\u4f1a\u589e\u52a0\u843d\u5730\u6210\u672c\u3002<\/p>\n

      \"FHE\u662fZK\u7684\u4e0b\u4e00\u6b65\uff0c\u52a0\u5bc6\u6280\u672f\u5982\u662f\u8bf4\"\"FHE\u662fZK\u7684\u4e0b\u4e00\u6b65\uff0c\u52a0\u5bc6\u6280\u672f\u5982\u662f\u8bf4\"FHE+EVM \u5de5\u4f5c\u539f\u7406<\/em><\/p>\n

      \u540e\u6587\u4f1a\u8be6\u8ff0\u76ee\u524d\u9047\u5230\u7684\u56f0\u96be\u548c\u53ef\u80fd\u7684\u843d\u5730\u573a\u666f\uff0c\u8fd9\u91cc\u4e3b\u8981\u7ed9 Web3 \u5f00\u53d1\u8005\u4e00\u4e9b\u4fe1\u5fc3\u3002<\/p>\n

      2024 \u5e74 Zama \u62ff\u5230\u4e86\u52a0\u5bc6\u9886\u57df\u6700\u5927\u7684\u4e00\u7b14\u6d89 FHE \u6982\u5ff5\u878d\u8d44\uff0c\u7531 Multicoin \u9886\u6295\u7684 7300 \u4e07\u7f8e\u5143\uff0cZama \u76ee\u524d\u4e3b\u8981\u6709\u57fa\u4e8e TFHE \u7b97\u6cd5\u5e93\uff0c\u5176\u6b21\u662f fhEVM \u652f\u6301\u5728\u5176\u4e0a\u5f00\u53d1\u5177\u5907 FHE \u529f\u80fd\u7684 EVM \u517c\u5bb9\u94fe\u3002<\/p>\n

      \u5176\u6b21\u662f\u6548\u7387\u95ee\u9898\uff0c\u53ea\u80fd\u901a\u8fc7\u8f6f\u786c\u4ef6\u5408\u4f5c\u89e3\u51b3\uff0c\u4e00\u4e2a\u662f EVM \u65e0\u6cd5\u76f4\u63a5\u8fd0\u884c FHE \u5408\u7ea6\uff0c\u8fd9\u548c Zama \u7684 fhEVM \u65b9\u6848\u5e76\u4e0d\u51b2\u7a81\uff0cZama \u7684\u662f\u81ea\u5df1\u642d\u5efa\u4e86\u4e00\u6761\u94fe\uff0c\u53ef\u4ee5\u76f4\u63a5\u628a FHE \u529f\u80fd\u539f\u751f\u52a0\u5165\u8fdb\u53bb\uff0c\u6bd4\u5982 Shiba Inu \u4e5f\u8981\u642d\u5efa\u57fa\u4e8e Zama \u65b9\u6848\u7684 Layer 3\uff0c\u65b0\u9020\u7684\u94fe\u652f\u6301 FHE \u5e76\u4e0d\u56f0\u96be\uff0c\u96be\u7684\u662f\u4ee5\u592a\u574a EVM \u81ea\u8eab\u5982\u4f55\u5177\u5907 FHE \u5408\u7ea6\u90e8\u7f72\u80fd\u529b\uff0c\u8fd9\u9700\u8981\u4ee5\u592a\u574a\u7684 Opcode\uff08\u64cd\u4f5c\u7801\uff09\u652f\u6301\uff0c\u597d\u6d88\u606f\u662f Fair Math \u548c OpenFHE \u8054\u5408\u4e3e\u529e\u4e86 FHERMA \u7ade\u8d5b\uff0c\u9f13\u52b1\u5f00\u53d1\u8005\u6539\u5199 EVM \u7684 Opcode\uff0c\u7b97\u662f\u5728\u79ef\u6781\u63a2\u7d22\u7ed3\u5408\u53ef\u80fd\u6027\u3002<\/p>\n

      \u53e6\u4e00\u4e2a\u662f\u786c\u4ef6\u52a0\u901f\uff0c\u53ef\u4ee5\u8fd9\u6837\u8bf4\uff0c\u5373\u4f7f Solana \u7b49\u9ad8\u6027\u80fd\u516c\u94fe\u539f\u751f\u652f\u6301 FHE \u5408\u7ea6\u90e8\u7f72\uff0c\u4e5f\u4f1a\u628a\u5176\u8282\u70b9\u62d6\u6b7b\uff0c\u539f\u751f FHE \u786c\u4ef6\u4e3b\u8981\u6709 Chain Reaction \u7684 3PU\u2122\uff08\u9690\u79c1\u4fdd\u62a4\u5904\u7406\u5355\u5143\uff09\uff0c\u5c5e\u4e8e ASIC \u65b9\u6848\uff0c\u5176\u6b21\u662f Zama \u6216\u8005 Inco \u4e5f\u5728\u63a2\u7d22\u786c\u4ef6\u52a0\u901f\u7684\u53ef\u80fd\u6027\uff0c\u6bd4\u5982 Zama \u73b0\u5728\u7684 TPS \u662f 5 \u5de6\u53f3\uff0cInco \u80fd\u505a\u5230 10 TPS\uff0c\u800c Inco \u8ba4\u4e3a\u4f7f\u7528 FPGA \u786c\u4ef6\u52a0\u901f\uff0c\u53ef\u4ee5\u5c06 TPS \u63d0\u901f\u5230 100-1000 \u5de6\u53f3\u3002<\/p>\n

      \u4f46\u662f\u4e5f\u65e0\u9700\u8fc7\u4e8e\u62c5\u5fe7\u901f\u5ea6\u95ee\u9898\uff0c\u73b0\u6709\u7684 ZK \u786c\u4ef6\u52a0\u901f\u65b9\u6848\uff0c\u7406\u8bba\u4e0a\u90fd\u53ef\u4ee5\u8fdb\u884c\u6539\u9020\u4ee5\u9002\u914d FHE \u65b9\u6848\uff0c\u56e0\u6b64\u4e0b\u6587\u7684\u8ba8\u8bba\u4e2d\u5747\u4e0d\u4f1a\u8fc7\u5ea6\u8bbe\u8ba1\u901f\u5ea6\u95ee\u9898\uff0c\u800c\u4e3b\u8981\u662f\u5bfb\u627e\u573a\u666f\u548c\u89e3\u51b3 EVM \u517c\u5bb9\u9002\u914d\u3002<\/p>\n

      \u6697\u6c60\u7389\u6b92\uff0cFHE X Crypto \u672a\u6765\u53ef\u671f<\/strong><\/p>\n

      Multicoin \u5728\u9886\u6295 Zama \u65f6\u66fe\u8c6a\u8a00\uff0cZKP \u5df2\u662f\u8fc7\u53bb\uff0c\u672a\u6765\u5c5e\u4e8e FHE\uff0c\u672a\u6765\u662f\u5426\u6210\u771f\uff0c\u73b0\u5b9e\u603b\u662f\u8270\u96be\uff0c\u5728 Zama \u4e4b\u540e\uff0cInco Network \u548c Fhenix \u7ec4\u6210\u4e86 fhEVM \u751f\u6001\u9690\u5f62\u8054\u76df\uff0c\u65b9\u5411\u5404\u6709\u4fa7\u91cd\uff0c\u9053\u8def\u57fa\u672c\u4e00\u81f4\uff0c\u5373\u81f4\u529b\u4e8e FHE \u548c EVM \u751f\u6001\u7684\u878d\u5408\u3002<\/p>\n

      \u505a\u7684\u65e9\u4e0d\u5982\u6765\u5f97\u5de7\uff0c\u6211\u4eec\u5148\u4ece\u4e00\u76c6\u51b7\u6c34\u5f00\u59cb\u3002<\/p>\n

      2024 \u5e74\u4e5f\u8bb8\u662f FHE \u7684\u5927\u5e74\uff0c\u800c 2022 \u5e74\u8d77\u6b65\u7684 Elusiv \u5df2\u7ecf\u505c\u6b62\u8fd0\u884c\uff0cElusiv \u6700\u65e9\u662f Solana \u4e0a\u7684\u300c\u6697\u6c60\u300d\u534f\u8bae\uff0c\u73b0\u5728\u4ee3\u7801\u5e93\u548c\u6587\u6863\u90fd\u88ab\u5220\u9664\u3002<\/p>\n

      \u8bf4\u5230\u5e95\uff0cFHE \u4f5c\u4e3a\u6280\u672f\u7ec4\u4ef6\u7684\u4e00\u90e8\u5206\uff0c\u4ecd\u65e7\u9700\u8981\u548c MPC\/ZKP \u7b49\u6280\u672f\u4e00\u8d77\u4f7f\u7528\uff0c\u800c\u6211\u4eec\u9700\u8981\u8003\u5bdf\u7684\u662f FHE \u7a76\u7adf\u5728\u54ea\u4e9b\u65b9\u9762\u80fd\u6539\u53d8\u533a\u5757\u94fe\u7684\u73b0\u884c\u8303\u5f0f\u3002<\/p>\n

      \u9996\u5148\u8981\u627f\u8ba4\uff0c\u5355\u7eaf\u8ba4\u4e3a FHE \u4f1a\u52a0\u5f3a\u9690\u79c1\u6240\u4ee5\u5177\u5907\u7ecf\u6d4e\u4ef7\u503c\u5e76\u4e0d\u51c6\u786e<\/strong>\uff0c\u4ece\u8fc7\u5f80\u7684\u5b9e\u8df5\u6765\u770b\uff0cWeb3 \u6216\u94fe\u4e0a\u7528\u6237\u6ca1\u6709\u90a3\u4e48\u5728\u4e4e\u9690\u79c1\uff0c\u53ea\u6709\u5728\u9690\u79c1\u53ef\u4ee5\u63d0\u4f9b\u7ecf\u6d4e\u4ef7\u503c\u65f6\u624d\u4f1a\u4f7f\u7528\u76f8\u5173\u5de5\u5177\uff0c\u6bd4\u5982\uff0c\u9ed1\u5ba2\u4e3a\u4e86\u9690\u85cf\u76d7\u53d6\u8d44\u91d1\u624d\u4f1a\u4f7f\u7528 Tornado Cash\uff0c\u800c\u666e\u901a\u7528\u6237\u53ea\u4f1a\u4f7f\u7528 Uniswap\uff0c\u56e0\u4e3a\u4f7f\u7528 Tornado Cash \u4f1a\u4ed8\u51fa\u989d\u5916\u7684\u65f6\u95f4\u6216\u7ecf\u6d4e\u6210\u672c\u3002<\/p>\n

      FHE \u7684\u52a0\u5bc6\u6210\u672c\uff0c\u672c\u8eab\u5c31\u662f\u5bf9\u94fe\u4e0a\u672c\u5c31\u5b71\u5f31\u7684\u8fd0\u884c\u6548\u7387\u7684\u8fdb\u4e00\u6b65\u6298\u78e8\uff0c\u53ea\u6709\u5f53\u8fd9\u79cd\u62c9\u9ad8\u6210\u672c\u4f1a\u5e26\u6765\u66f4\u663e\u8457\u7684\u6536\u76ca\uff0c\u4fdd\u62a4\u9690\u79c1\u624d\u5177\u5907\u5927\u89c4\u6a21\u63a8\u5e7f\u7684\u53ef\u80fd\u6027<\/strong>\uff0c\u6bd4\u5982 RWA \u65b9\u5411\u7684\u503a\u5238\u53d1\u884c\u548c\u4ea4\u6613\uff0c\u6bd4\u5982 2023 \u5e74 6 \u6708\uff0c\u4e2d\u94f6\u56fd\u9645\u901a\u8fc7\u745e\u94f6\uff0c\u5728\u9999\u6e2f\u5411\u4e9a\u592a\u5ba2\u6237\u53d1\u884c\u4e86\u300c\u533a\u5757\u94fe\u6570\u5b57\u5316\u7ed3\u6784\u7968\u636e\u300d\uff0c\u5e76\u5728\u745e\u94f6\u65b0\u95fb\u7a3f\u4e2d\u6307\u51fa\u662f\u901a\u8fc7\u4ee5\u592a\u574a\u8fdb\u884c\uff0c\u4f46\u662f\u795e\u5947\u7684\u662f\u627e\u4e0d\u5230\u8be5\u4ea4\u6613\u7684\u5408\u7ea6\u5730\u5740\u548c\u5206\u53d1\u5730\u5740\uff0c\u5982\u679c\u6709\u8c01\u80fd\u627e\u5230\uff0c\u6b22\u8fce\u8865\u5145\u76f8\u5173\u4fe1\u606f\u3002<\/p>\n

      \u8fd9\u4e2a\u4f8b\u5b50\u53ef\u4ee5\u663e\u6027\u8bf4\u660e FHE \u7684\u91cd\u8981\u6027\uff0c\u5bf9\u4e8e\u673a\u6784\u7ea7\u5ba2\u6237\uff0c\u4ed6\u4eec\u6709\u4f7f\u7528\u533a\u5757\u94fe\u7b49\u516c\u94fe\u7684\u9700\u6c42\uff0c\u4f46\u662f\u5e76\u4e0d\u9002\u5408\u6216\u60f3\u8981\u516c\u5f00\u5168\u90e8\u4fe1\u606f\uff0c\u90a3\u4e48 FHE \u8fd9\u79cd\u5bc6\u6587\u663e\u793a\uff0c\u5e76\u53ef\u76f4\u63a5\u8fdb\u884c\u4e70\u5356\u7b49\u64cd\u4f5c\u7684\u7279\u6027\u5c31\u4f1a\u6bd4 ZKP \u66f4\u9002\u5408\u3002<\/p>\n

      \u800c\u5bf9\u4e8e\u4e2a\u4eba\u6563\u6237\u800c\u8a00\uff0cFHE \u76ee\u524d\u4ecd\u65e7\u662f\u6bd4\u8f83\u9065\u8fdc\u7684\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd\uff0c\u6211\u53ef\u4ee5\u5217\u51e0\u4e2a\u65b9\u5411\uff0c\u6bd4\u5982\u6297 MEV \uff0c\u9690\u79c1\u4ea4\u6613\uff0c\u66f4\u5b89\u5168\u7684\u7f51\u7edc\uff0c\u9632\u6b62\u7b2c\u4e09\u65b9\u7aa5\u63a2\u7b49\u7b49\uff0c\u4f46\u663e\u7136\u8fd9\u90fd\u4e0d\u662f\u7b2c\u4e00\u6027\u9700\u6c42\uff0c\u5e76\u4e14\u73b0\u5728\u4f7f\u7528 FHE \u786e\u5b9e\u4f1a\u8ba9\u7f51\u7edc\u53d8\u6162\uff0c\u4e0d\u5982\u5766\u7387\u8bf4 FHE \u7684\u4e3b\u89d2\u65f6\u523b\u8fd8\u672a\u5230\u6765\u3002<\/p>\n

      \u8bf4\u5230\u5e95\uff0c\u9690\u79c1\u662f\u4e0d\u75db\u4e0d\u75d2\u7684\u9700\u6c42\uff0c\u4f5c\u4e3a\u516c\u5171\u670d\u52a1\uff0c\u5f88\u5c11\u4eba\u613f\u610f\u4e3a\u9690\u79c1\u6ea2\u4ef7\u4ed8\u8d39\uff0c\u6211\u4eec\u9700\u8981\u627e\u5230\u5229\u7528 FHE \u52a0\u5bc6\u540e\u7684\u6570\u636e\u53ef\u8ba1\u7b97\u7279\u6027\u80fd\u8282\u7ea6\u6210\u672c\u6216\u63d0\u5347\u4ea4\u6613\u6548\u7387\u7684\u573a\u666f\uff0c\u4ece\u800c\u4ea7\u751f\u5e02\u573a\u81ea\u53d1\u7684\u52a9\u63a8\u529b\u3002\u6bd4\u5982\u6297 MEV \u7684\u89e3\u51b3\u65b9\u6848\u6709\u5f88\u591a\u79cd\uff0c\u6bd4\u5982\u4e2d\u5fc3\u5316\u8282\u70b9\u5176\u5b9e\u5c31\u53ef\u4ee5\u89e3\u51b3\uff0cFHE \u5e76\u4e0d\u80fd\u76f4\u51fb\u573a\u666f\u75db\u70b9\u3002<\/p>\n

      \u53e6\u5916\u4e00\u4e2a\u95ee\u9898\u662f\u8ba1\u7b97\u6548\u7387\u7684\u95ee\u9898\uff0c\u8868\u9762\u4e0a\u770b\u8fd9\u662f\u9700\u8981\u786c\u4ef6\u52a0\u901f\u6216\u8005\u7b97\u6cd5\u4f18\u5316\u7684\u6280\u672f\u95ee\u9898\uff0c\u4f46\u672c\u8d28\u4e0a\u8fd9\u662f\u5e02\u573a\u6ca1\u592a\u5927\u9700\u6c42\uff0c\u9879\u76ee\u65b9\u6ca1\u6709\u5377\u7684\u52a8\u529b\uff0c\u8ba1\u7b97\u6548\u7387\u8bf4\u5230\u5e95\u90fd\u662f\u5377\u51fa\u6765\u7684\uff0c\u8fd8\u662f\u4ee5 ZK \u4e3a\u4f8b\uff0c\u5728\u84ec\u52c3\u7684\u5e02\u573a\u9700\u6c42\u4e0b\uff0cSNARK \u548c STARK \u8def\u7ebf\u4e92\u76f8\u6bd4\u62fc\uff0c\u5404\u7c7b ZK Rollup \u4ece\u7f16\u7a0b\u8bed\u8a00\u5230\u517c\u5bb9\u6027\u73a9\u547d\u5f00\u5377\uff0cZK \u7684\u53d1\u5c55\u5728\u70ed\u94b1\u50ac\u719f\u4e0b\u4e00\u65e5\u5343\u91cc\u3002<\/p>\n

      \u5e94\u7528\u573a\u666f\u548c\u843d\u5730\u662f FHE \u6210\u4e3a\u533a\u5757\u94fe\u57fa\u7840\u8bbe\u65bd\u7684\u7a81\u7834\u53e3\uff0c\u5982\u679c\u8fc8\u4e0d\u51fa\u8fd9\u4e00\u6b65\uff0cFHE \u5c06\u6c38\u8fdc\u65e0\u6cd5\u5728\u52a0\u5bc6\u884c\u4e1a\u6210\u52bf\uff0c\u5404\u5927\u9879\u76ee\u65b9\u4e5f\u5c31\u53ea\u80fd\u6572\u6572\u8fb9\u9f13\uff0c\u5728\u81ea\u5df1\u7684\u4e00\u4ea9\u4e09\u5206\u5730\u81ea\u5a31\u81ea\u4e50\u4e86\u3002<\/strong><\/p>\n

      \u4eceZama \u548c\u4ed6\u7684\u670b\u53cb\u4eec<\/strong>\u7684\u5b9e\u8df5\u6765\u770b\uff0c\u4e00\u4e2a\u5171\u8bc6\u662f\u4ee5\u592a\u574a\u5916\u505a\u65b0\u94fe\uff0c\u5e76\u5c06 ERC-20 \u7b49\u6280\u672f\u7ec4\u4ef6\u548c\u6807\u51c6\u590d\u7528\u5176\u4e0a\uff0c\u5f62\u6210 FHE L1\/L2 \u94fe\u63a5\u4ee5\u592a\u574a\u7684\u52a0\u5bc6\u65b9\u6848\uff0c\u8fd9\u79cd\u65b9\u6848\u7684\u597d\u5904\u662f\u53ef\u4ee5\u5148\u884c\u5148\u8bd5\uff0c\u6253\u9020 FHE \u7684\u57fa\u7840\u7ec4\u4ef6\uff0c\u52a3\u52bf\u5728\u4e8e\u5982\u679c\u4ee5\u592a\u574a\u81ea\u8eab\u4e0d\u652f\u6301 FHE \u7b97\u6cd5\uff0c\u90a3\u4e48\u94fe\u5916\u65b9\u6848\u59cb\u7ec8\u4f1a\u5904\u4e8e\u6bd4\u8f83\u5c34\u5c2c\u7684\u5883\u5730\u3002<\/p>\n

      Zama \u81ea\u8eab\u4e5f\u8ba4\u8bc6\u5230\u8fd9\u4e2a\u95ee\u9898\uff0c\u5728\u524d\u8ff0\u63d0\u53ca\u7684 FHE \u76f8\u5173\u7c7b\u5e93\u5916\uff0c\u4e5f\u53d1\u8d77\u4e86 FHE.org \u7ec4\u7ec7\uff0c\u5e76\u8d5e\u52a9\u4e86\u76f8\u5173\u4f1a\u8bae\uff0c\u5e0c\u671b\u80fd\u5c06\u66f4\u591a\u5b66\u672f\u6210\u679c\u8f6c\u5316\u4e3a\u5de5\u7a0b\u5e94\u7528\u3002<\/p>\n

      Inco Network \u7684\u53d1\u5c55\u65b9\u5411\u662f\u300c\u901a\u7528\u9690\u79c1\u8ba1\u7b97\u5c42\u300d\uff0c\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u8ba1\u7b97\u5916\u5305\u670d\u52a1\u5546\u6a21\u5f0f\uff0c\u57fa\u4e8e Zama \u642d\u5efa\u4e86 FHE EVM L1 \u7f51\u7edc\uff0c\u4e00\u4e2a\u6709\u8da3\u7684\u63a2\u7d22\u662f\u548c\u8de8\u94fe\u6d88\u606f\u534f\u8bae Hyperlane \u5408\u4f5c\uff0c\u53ef\u4ee5\u5c06\u53e6\u5916\u4e00\u6761 EVM \u517c\u5bb9\u94fe\u4e0a\u7684\u6e38\u620f\u673a\u5236\u90e8\u7f72\u5728 Inco \u4e4b\u4e0a\uff0c\u5728\u6e38\u620f\u8fd0\u884c\u65f6\u9700\u8981\u7528\u5230 FHE \u8ba1\u7b97\u65f6\uff0c\u901a\u8fc7 Hyperlane \u8c03\u7528 Inco \u7684\u8ba1\u7b97\u80fd\u529b\uff0c\u968f\u540e\u53ea\u5c06\u7ed3\u679c\u56de\u4f20\u539f\u94fe\u3002<\/p>\n

      \u5b9e\u73b0 Inco \u8bbe\u60f3\u4e2d\u7684\u6b64\u7c7b\u573a\u666f\uff0c\u9700\u8981\u6ee1\u8db3 EVM \u517c\u5bb9\u94fe\u613f\u610f\u76f8\u4fe1 Inco \u7684\u4fe1\u8a89\uff0c\u5e76\u4e14 Inco \u81ea\u8eab\u7684\u8ba1\u7b97\u80fd\u529b\u8981\u8db3\u591f\u5f3a\uff0c\u5728\u94fe\u6e38\u8fd9\u79cd\u9ad8\u5e76\u53d1\u3001\u4f4e\u5ef6\u65f6\u7684\u9700\u6c42\u4e2d\uff0c\u80fd\u5426\u771f\u7684\u826f\u597d\u8fd0\u4f5c\u662f\u5177\u6709\u76f8\u5f53\u6311\u6218\u6027\u7684\u3002<\/p>\n

      \u7531\u6b64\u5f15\u7533\u4e0b\uff0c\u67d0\u4e9b zkVM \u5176\u5b9e\u4e5f\u53ef\u4ee5\u627f\u5f53 FHE \u8ba1\u7b97\u5916\u5305\u5546\u7684\u89d2\u8272\uff0c\u6bd4\u5982 RISC Zero \u4fbf\u5df2\u7ecf\u5177\u5907\u8be5\u80fd\u529b\uff0cZK \u7cfb\u4ea7\u54c1\u548c FHE \u7684\u4e0b\u4e00\u6b65\u78b0\u649e\u4e5f\u8bb8\u6709\u66f4\u591a\u706b\u82b1\u53ef\u4ee5\u8ff8\u53d1\u3002<\/p>\n

      \u66f4\u8fdb\u4e00\u6b65\uff0c\u67d0\u4e9b\u9879\u76ee\u5e0c\u671b\u80fd\u66f4\u9760\u8fd1\u4ee5\u592a\u574a\u4e00\u70b9\u70b9\uff0c\u81f3\u5c11\u671d\u7740\u6210\u4e3a\u4ee5\u592a\u574a\u7684\u4e00\u90e8\u5206\u65b9\u5411\u524d\u8fdb\uff0cInco \u80fd\u7528 Zama \u65b9\u6848\u5b9e\u73b0 L1\uff0cFhenix \u5c31\u80fd\u7528 Zama \u65b9\u6848\u5b9e\u73b0 EVM L2\uff0c\u5176\u76ee\u524d\u8fd8\u5728\u53d1\u5c55\u4e2d\uff0c\u770b\u8d77\u6765\u60f3\u505a\u7684\u65b9\u5411\u6709\u5f88\u591a\uff0c\u4e0d\u77e5\u9053\u6700\u7ec8\u843d\u5730\u4f1a\u662f\u4ec0\u4e48\u4ea7\u54c1\uff0c\u4e5f\u8bb8\u662f\u4e00\u6761\u4e3b\u6253 FHE \u80fd\u529b\u7684 L2 \u5427\u3002<\/p>\n

      \u6b64\u5916\u8fd8\u6709\u4e0a\u6587\u63d0\u53ca\u7684 FHERMA \u7ade\u8d5b\uff0c\u8bfb\u8005\u4e2d\u6709\u7cbe\u901a\u4ee5\u592a\u574a\u5f00\u53d1\u7684\u7a0b\u5e8f\u5458\u53ef\u4ee5\u53bb\u8bd5\u8bd5\uff0c\u5e2e\u52a9 FHE \u843d\u5730\u7684\u540c\u65f6\u8fd8\u6709\u5956\u91d1\u62ff\u3002<\/p>\n

      \u6b64\u5916\uff0c\u8fd8\u6709 Sunscreen \u548c Mind Network \u8fd9\u4e24\u4e2a\u6bd4\u8f83\u795e\u5947\u7684\u9879\u76ee\uff0cSunscreen \u4e3b\u8981\u7531 Ravital \u4e00\u4e2a\u4eba\u8fd0\u8425\uff0c\u65b9\u5411\u662f\u7528 BFV \u7b97\u6cd5\u6253\u9020\u9002\u5408 FHE \u7684\u7f16\u8bd1\u5668\u65b9\u6848\uff0c\u4f46\u662f\u957f\u671f\u5904\u4e8e\u6d4b\u8bd5\u548c\u5b9e\u9a8c\u72b6\u6001\uff0c\u8ddd\u79bb\u4ea7\u54c1\u5b9e\u7528\u5316\u5c1a\u9700\u65f6\u65e5\u3002<\/p>\n

      \u6700\u540e\uff0cMind Network \u7684\u601d\u8def\u4e3b\u8981\u96c6\u4e2d\u5728 FHE \u548c\u5404\u73b0\u6709\u573a\u666f\uff0c\u5982\u518d\u8d28\u62bc\u7684\u7ed3\u5408\u4e0a\uff0c\u4f46\u5177\u4f53\u5982\u4f55\u5b9e\u73b0\u8fd8\u9700\u8981\u65f6\u95f4\u6765\u9a8c\u8bc1\u3002<\/p>\n

      \u6700\u540e\u7684\u6700\u540e\uff0c\u56de\u6536\u4e0b\u672c\u8282\u5f00\u5934\uff0cElusiv \u73b0\u5728\u66f4\u540d\u4e3a Arcium\uff0c\u8fd8\u62ff\u5230\u4e86\u65b0\u7684\u878d\u8d44\uff0c\u8f6c\u578b\u6210\u4e3a\u300c\u5e76\u884c FHE \u300d\u65b9\u6848\uff0c\u8fd9\u662f\u8981\u4ece\u6267\u884c\u6548\u7387\u4e0a\u5bf9 FHE \u8fdb\u884c\u6539\u8fdb\u3002<\/p>\n

      \u7ed3\u8bed<\/strong><\/p>\n

      \u672c\u6587\u770b\u4f3c\u662f\u5728\u8bb2 FHE \u7684\u7406\u8bba\u548c\u5b9e\u8df5\uff0c\u4f46\u6697\u7ebf\u662f\u5398\u6e05\u52a0\u5bc6\u6280\u672f\u81ea\u8eab\u7684\u53d1\u5c55\u53f2\uff0c\u8fd9\u4e0d\u5b8c\u5168\u7b49\u540c\u4e8e\u52a0\u5bc6\u8d27\u5e01\u7528\u5230\u7684\u6280\u672f\uff0cZKP \u548c FHE \u6709\u5f88\u591a\u76f8\u4f3c\u70b9\uff0c\u5176\u4e2d\u4e4b\u4e00\u662f\u90fd\u5728\u81f4\u529b\u4e8e\u8ba9\u533a\u5757\u94fe\u4fdd\u6301\u516c\u5f00\u7279\u6027\u4e4b\u5916\u4fdd\u6709\u9690\u79c1\u8bbe\u8ba1\uff0c\u800c ZKP \u9690\u79c1\u65b9\u6848\u6307\u5411\u7684\u662f\u964d\u4f4e L2 <> L1 \u4e4b\u95f4\u4ea4\u4e92\u7684\u7ecf\u6d4e\u6210\u672c\uff0c\u800c FHE \u4ecd\u5728\u5bfb\u627e\u81ea\u5df1\u7684\u6700\u4f73\u573a\u666f\u3002<\/p>\n

      \"FHE\u662fZK\u7684\u4e0b\u4e00\u6b65\uff0c\u52a0\u5bc6\u6280\u672f\u5982\u662f\u8bf4\"\"FHE\u662fZK\u7684\u4e0b\u4e00\u6b65\uff0c\u52a0\u5bc6\u6280\u672f\u5982\u662f\u8bf4\"\u5404\u65b9\u6848\u5206\u578b<\/em><\/p>\n

      \u8def\u6f2b\u6f2b\u5176\u4fee\u8fdc\u516e\uff0cFHE \u4ecd\u5728\u4e0a\u4e0b\u6c42\u7d22\u3002\u53ef\u4ee5\u6309\u7167\u548c\u4ee5\u592a\u574a\u7684\u5173\u8054\u5ea6\u8fdc\u8fd1\uff0c\u5206\u4e3a\u4e09\u578b\uff1a<\/p>\n

        \n
      1. Type 1\uff1a\u72ec\u7acb\u738b\u56fd\uff0c\u6c9f\u901a\u4ee5\u592a\u3002\u4ee5 Zama\/Fhenix\/Inco network \u4e3a\u4ee3\u8868\uff0c\u4e3b\u8981\u662f\u5728\u63d0\u4f9b\u5f00\u53d1\u57fa\u7840\u4ef6\uff0c\u9f13\u52b1\u81ea\u5efa FHE L1\/L2\uff0c\u9002\u7528\u4e8e\u67d0\u4e9b\u7ec6\u5206\u9886\u57df\uff1b<\/li>\n
      2. Type 2\uff1a\u5916\u6302\u5176\u4e0a\uff0c\u878d\u5165\u4ee5\u592a\u3002\u4ee5 Fair Math\/Mind Network \u4e3a\u4ee3\u8868\uff0c\u867d\u7136\u4fdd\u7559\u4e00\u5b9a\u7684\u72ec\u7acb\u6027\uff0c\u4f46\u662f\u6574\u4f53\u601d\u8def\u662f\u548c\u4ee5\u592a\u574a\u8fdb\u884c\u66f4\u6df1\u5ea6\u7684\u878d\u5408\u3002<\/li>\n
      3. Type 3\uff1a\u76f8\u7ea6\u901a\u884c\uff0c\u6539\u9020\u4ee5\u592a\u3002\u5982\u679c\u4ee5\u592a\u574a\u65e0\u6cd5\u539f\u751f\u652f\u6301 FHE \u529f\u80fd\uff0c\u90a3\u4e48\u9700\u8981\u5728\u5408\u7ea6\u5c42\u8fdb\u884c\u63a2\u7d22\uff0c\u5c06 FHE \u7684\u529f\u80fd\u6563\u53d1\u5230\u5404 EVM \u517c\u5bb9\u94fe\u4e0a\uff0c\u76ee\u524d\u8fd8\u6ca1\u6709\u592a\u7b26\u5408\u8be5\u6807\u51c6\u7684\u65b9\u6848\u3002<\/li>\n<\/ol>\n

        \u548c ZK \u53d1\u5c55\u5230\u540e\u671f\u624d\u51fa\u73b0\u4e00\u952e\u53d1\u94fe\u548c\u786c\u4ef6\u52a0\u901f\u5b9e\u7528\u5316\u4e0d\u540c\uff0cFHE \u7ad9\u5728\u4e86 ZK \u5de8\u4eba\u7684\u80a9\u4e0a\uff0c\u73b0\u5728\u53d1\u4e00\u6761 FHE \u94fe\u53ef\u80fd\u662f\u6700\u7b80\u5355\u7684\u4e8b\uff0c\u4f46\u662f\u5982\u4f55\u6c9f\u901a\u81ea\u8eab\u548c\u4ee5\u592a\u574a\u662f\u6700\u96be\u7684\u3002<\/p>\n

        \u6bcf\u65e5\u4e09\u7701\u543e\u8eab\uff0c\u5728\u533a\u5757\u94fe\u4e16\u754c\u4e2d\u5bfb\u627e FHE \u7684\u672a\u6765\u5750\u6807\uff1a<\/p>\n

          \n
        1. \u4ec0\u4e48\u573a\u666f\u5fc5\u987b\u52a0\u5bc6\uff0c\u800c\u4e0d\u80fd\u4f7f\u7528\u660e\u6587\uff1f<\/li>\n
        2. \u4ec0\u4e48\u573a\u666f\u9700\u8981 FHE \u52a0\u5bc6\uff0c\u800c\u4e0d\u80fd\u4f7f\u7528\u5176\u4ed6\u52a0\u5bc6\u65b9\u6cd5\uff1f<\/li>\n
        3. \u4ec0\u4e48\u573a\u666f\u7528\u5b8c FHE \u52a0\u5bc6\u7528\u6237\u611f\u89c9\u826f\u597d\uff0c\u613f\u610f\u4ed8\u51fa\u66f4\u9ad8\u8d39\u7528\uff1f<\/li>\n<\/ol>\n

          \u672a\u5b8c\u5f85\u7eed\uff0c\u6211\u4f1a\u4fdd\u6301\u5bf9 FHE \u7684\u5173\u6ce8\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"

          \u52a0\u5bc6\u8d27\u5e01\u7684\u53d1\u5c55\u4e3b\u7ebf\u5f02\u5e38\u6e05\u6670\uff0c\u6bd4\u7279\u5e01\u521b\u9020\u4e86\u52a0\u5bc6\u8d27\u5e01\uff0c\u4ee5\u592a\u574a\u521b\u9020\u4e86\u516c\u94fe\uff0c\u6cf0\u8fbe\u516c\u53f8\u521b\u9020\u4e86\u7a33\u5b9a\u5e01\uff0cBitMEX \u521b\u9020\u4e86 […]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-615","post","type-post","status-publish","format-standard","hentry","category-news"],"_links":{"self":[{"href":"http:\/\/www.fubairui.net\/index.php?rest_route=\/wp\/v2\/posts\/615","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.fubairui.net\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.fubairui.net\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.fubairui.net\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/www.fubairui.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=615"}],"version-history":[{"count":0,"href":"http:\/\/www.fubairui.net\/index.php?rest_route=\/wp\/v2\/posts\/615\/revisions"}],"wp:attachment":[{"href":"http:\/\/www.fubairui.net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=615"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.fubairui.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=615"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.fubairui.net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=615"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}