{"id":7900,"date":"2026-10-13T14:00:00","date_gmt":"2026-10-13T06:00:00","guid":{"rendered":"https:\/\/www.pufsecurity.com\/?p=7900"},"modified":"2026-10-30T12:09:25","modified_gmt":"2026-10-30T04:09:25","slug":"%e7%86%b5%e7%a2%bc%e7%a7%91%e6%8a%80%e6%96%bc-gaita-%e8%ab%96%e5%a3%87%e5%b1%95%e7%a4%ba-pufrt-%e8%88%87-puf-%e6%9e%b6%e6%a7%8b-hsm%ef%bc%8c%e7%82%ba%e4%bb%a3%e7%90%86%e5%bc%8f-ai-%e8%88%87%e5%af%a6","status":"publish","type":"post","link":"https:\/\/www.pufsecurity.com\/zh-hant\/%e7%86%b5%e7%a2%bc%e7%a7%91%e6%8a%80%e6%96%bc-gaita-%e8%ab%96%e5%a3%87%e5%b1%95%e7%a4%ba-pufrt-%e8%88%87-puf-%e6%9e%b6%e6%a7%8b-hsm%ef%bc%8c%e7%82%ba%e4%bb%a3%e7%90%86%e5%bc%8f-ai-%e8%88%87%e5%af%a6\/","title":{"rendered":"\u71b5\u78bc\u79d1\u6280\u65bc GAITA \u8ad6\u58c7\u5c55\u793a PUFrt \u8207 PUF \u67b6\u69cb HSM\uff0c\u70ba\u4ee3\u7406\u5f0f AI \u8207\u5be6\u9ad4 AI \u5efa\u7acb\u53ef\u9a57\u8b49\u7684\u4fe1\u4efb\u6839"},"content":{"rendered":"\n

\u3010\u65b0\u7af9,2026\u5e7410\u670812\u65e5\u3011 \u4eba\u5de5\u667a\u6167\u6b63\u5f9e\u56de\u7b54\u554f\u984c\u8d70\u5411\u63a1\u53d6\u884c\u52d5\uff0cAI \u4ee3\u7406(AI agent)\u5df2\u80fd\u4ee3\u8868\u4f7f\u7528\u8005\u5728\u7dda\u4e0a\u57f7\u884c\u4efb\u52d9\uff0c\u6a5f\u5668\u4eba\u8207\u7121\u4eba\u6a5f\u5247\u5728\u5be6\u9ad4\u4e16\u754c\u4e2d\u884c\u52d5\u3002\u96a8\u4e4b\u800c\u4f86\u7684\u662f\u4f01\u696d\u3001\u4fdd\u96aa\u696d\u8005\u8207\u76e3\u7ba1\u6a5f\u69cb\u90fd\u5c07\u63d0\u51fa\u7684\u554f\u984c\uff1a\u9019\u4ef6\u4e8b\u662f\u8ab0\u6216\u4ec0\u9ebc\u6240\u70ba\uff0c\u53c8\u8a72\u5982\u4f55\u8b49\u660e\uff1f\u5728\u8377\u862d\u8209\u884c\u7684 GAITA(Global Artificial Intelligence and Technology Alliance\uff0c\u5168\u7403\u4eba\u5de5\u667a\u6167\u8207\u79d1\u6280\u806f\u76df)\u570b\u969b\u8ad6\u58c7\u4e0a\uff0c\u71b5\u78bc\u79d1\u6280(PUFsecurity)\u8207\u751f\u614b\u7cfb\u5925\u4f34\u5c55\u793a\u4e86\u4e00\u5957\u5f9e\u6676\u7247\u5167\u90e8\u51fa\u767c\u7684\u89e3\u6c7a\u65b9\u6848\u3002\u00a0<\/p>\n\n\n\n

SecuX Technology \u7e3d\u88c1\u66a8 iMQ Technology \u71df\u904b\u9577 Frank Lin \u4ee5\u3008NeoPUF-Rooted Security\uff1a Safeguarding the AI World in the Post-Quantum Era\u3009\u70ba\u984c\u767c\u8868\u53d7\u9080\u4e3b\u984c\u6f14\u8b1b\uff0c\u4ed6\u4ee3\u8868\u6a6b\u8de8\u5b8c\u6574\u8cc7\u5b89\u4f9b\u61c9\u93c8\u7684\u751f\u614b\u7cfb\u767c\u8a00\uff0c\u6210\u54e1\u5305\u62ec\u529b\u65fa\u96fb\u5b50(\u77fd\u667a\u8ca1)\u3001\u71b5\u78bc\u79d1\u6280(\u5bc6\u78bc\u5b78 IP)\u3001iMQ Technology(\u5b89\u5168\u5143\u4ef6\u6676\u7247)\u8207 SecuX Technology(\u6574\u5408\u5f0f\u8cc7\u5b89\u88dd\u7f6e)\uff0c\u4e26\u8207\u570b\u969b\u6eaf\u6e90\u5e73\u53f0 TripleID \u5408\u4f5c\u3002 <\/p>\n\n\n\n

GAITA \u7684\u76ee\u6a19\u662f\u5236\u5b9a\u53ef\u9a57\u8b49 AI \u4fe1\u4efb\u93c8(VAITC)\u6a19\u6e96\uff0c\u4ee5\u5be6\u73fe\u53ef\u6b78\u8cac\u904b\u7b97(accountability computing)\u3002GAITA \u57f7\u884c\u8463\u4e8b Benjamin May \u8868\u793a\uff0c\u6b64\u6b21\u751f\u614b\u7cfb\u7684\u6210\u679c\u662f\u9996\u500b\u8de8\u4e0d\u540c\u751f\u614b\u7cfb\u6210\u54e1\u7684\u53c3\u8003\u5be6\u4f5c\uff0c\u5c55\u793a\u5982\u4f55\u5efa\u7acb\u5f9e\u77fd\u6676\u7247\u5230 AI \u7684\u4fe1\u4efb\u93c8\u3002 <\/p>\n\n\n\n

\u8cac\u4efb\u6b78\u5c6c\u7f3a\u53e3 <\/strong><\/p>\n\n\n\n

Frank Lin \u6307\u51fa,\u5169\u5927\u5a01\u8105\u6b63\u540c\u6642\u903c\u8fd1\uff0cAI \u4ee3\u7406\u80fd\u64b0\u5beb\u6b66\u5668\u5316\u7a0b\u5f0f\u78bc\uff0c\u4ee5\u300c\u6a5f\u5668\u901f\u5ea6\u300d\u7a81\u7834\u9632\u79a6\uff1b\u91cf\u5b50\u96fb\u8166\u5247\u53ef\u80fd\u5728\u672a\u4f86\u7531\u516c\u9470\u63a8\u5c0e\u51fa\u79c1\u9470\u3002\u4ee5 NIST \u70ba\u9996\u7684\u76e3\u7ba1\u6a5f\u69cb\u898f\u5283\u5728 2030 \u81f3 2035 \u5e74\u9593\uff0c\u9010\u6b65\u6dd8\u6c70 RSA \u8207 ECC\uff0c\u6539\u63a1\u5f8c\u91cf\u5b50\u5bc6\u78bc\u5b78(PQC)\u3002 <\/p>\n\n\n\n

\u7b2c\u4e09\u9805\u6311\u6230\u662f\u8ab2\u8cac\uff0c\u7576 AI \u4ee3\u7406\u8207\u6a5f\u5668\u4eba\u4ee3\u66ff\u4eba\u985e\u884c\u52d5\uff0c\u7cfb\u7d71\u5fc5\u9808\u80fd\u5206\u8fa8\u64cd\u4f5c\u8005\u662f\u4eba\u9084\u662f AI \u4ee3\u7406\uff0c\u4e5f\u5fc5\u9808\u80fd\u5206\u8fa8\u88dd\u7f6e\u662f\u771f\u662f\u5047\u3002\u50c5\u9760\u8edf\u9ad4\u7121\u6cd5\u63d0\u4f9b\u9019\u6a23\u7684\u8b49\u660e\uff0c\u56e0\u70ba\u8edf\u9ad4\u4e00\u65e6\u906d\u5230\u5165\u4fb5\uff0c\u4fbf\u7121\u6cd5\u53ef\u9760\u5730\u9a57\u8b49\u81ea\u8eab\u7684\u5b8c\u6574\u6027\uff0c\u4fe1\u4efb\u5fc5\u9808\u5f9e\u786c\u9ad4\u958b\u59cb\u3002<\/p>\n\n\n\n

PUFrt \u8207 PUF Server:\u5f9e\u6676\u7247\u5230\u7cfb\u7d71\u7684\u4fe1\u4efb <\/strong><\/p>\n\n\n\n

\u6240\u6709\u8cc7\u5b89\u7cfb\u7d71\u90fd\u4ef0\u8cf4\u4e00\u628a\u79d8\u5bc6\u91d1\u9470\uff0c\u7531\u529b\u65fa\u96fb\u5b50\u958b\u767c\u7684 NeoPUF\uff0c\u76f4\u63a5\u5f9e\u6676\u7247\u672c\u8eab\u7522\u751f\u9019\u628a\u91d1\u9470\uff1a\u8a18\u61b6\u9ad4\u55ae\u5143\u4e2d\u56e0\u91cf\u5b50\u7a7f\u96a7\u6548\u61c9\u5f62\u6210\u7684\u5fae\u5c0f\u96a8\u6a5f\u5dee\u7570\uff0c\u8b93\u6bcf\u9846\u6676\u7247\u90fd\u64c1\u6709\u7121\u6cd5\u8907\u88fd\u7684\u6307\u7d0b\uff0c\u56e0\u6b64\u7121\u9700\u5f9e\u5916\u90e8\u5beb\u5165\u4efb\u4f55\u91d1\u9470\u3002 <\/p>\n\n\n\n

\u71b5\u78bc\u79d1\u6280\u5c07\u9019\u9805\u6280\u8853\u6574\u5408\u70ba PUFrt\uff0cPUFrt \u662f\u4e00\u500b\u786c\u9ad4\u4fe1\u4efb\u6839\uff0c\u7d50\u5408 NeoPUF\u3001\u771f\u4e82\u6578\u7522\u751f\u5668(TRNG)\u8207\u53d7\u4fdd\u8b77\u7684\u975e\u63ee\u767c\u6027\u8a18\u61b6\u9ad4(NVM)\uff0c\u70ba\u6bcf\u9846\u6676\u7247\u63d0\u4f9b\u6c38\u4e45\u7684\u8eab\u5206\u8207\u91d1\u9470\u3002PUFcc \u5247\u52a0\u5165\u5bc6\u78bc\u5354\u540c\u8655\u7406\u5668\uff0c\u4ee5\u786c\u9ad4\u901f\u5ea6\u904b\u7528\u9019\u4e9b\u91d1\u9470\u9032\u884c\u52a0\u5bc6\u8207\u7c3d\u7ae0\uff1bPUF-PQC \u9032\u4e00\u6b65\u5c07\u5bc6\u78bc\u904b\u7b97\u5347\u7d1a\u70ba\u6297\u91cf\u5b50\u6f14\u7b97\u6cd5\uff0c\u7b26\u5408 NIST \u7684 FIPS 203\u3001204 \u8207 205 \u6a19\u6e96\u3002 <\/p>\n\n\n\n

SecuX \u7684 PUF Server \u662f\u4e00\u6b3e\u4ee5 PUF \u70ba\u57fa\u790e\u7684\u786c\u9ad4\u5b89\u5168\u6a21\u7d44(HSM)\uff0c\u5728 PCIe \u5361\u4e0a\u642d\u8f09\u4ee5 PUF \u70ba\u4fe1\u4efb\u6839\u7684 iMQ \u5b89\u5168\u5143\u4ef6(Secure Element)\uff0c\u4e26\u4f5c\u70ba\u6839\u6191\u8b49\u6388\u6b0a\u4e2d\u5fc3(Root CA)\uff0c\u8ca0\u8cac\u7c3d\u767c\u8207\u7ba1\u7406\u8b49\u660e\u5404\u88dd\u7f6e\u8eab\u5206\u7684\u6191\u8b49\u3002\u7531\u65bc\u91d1\u9470\u5728\u77fd\u6676\u7247\u4e2d\u5929\u7136\u751f\u6210\uff0c\u5b83\u4e0d\u9700\u8981\u50b3\u7d71\u7684\u91d1\u9470\u5100\u5f0f\uff0c\u53ef\u900f\u904e\u589e\u52a0\u5361\u7247\u6578\u91cf\u64f4\u5145\uff0c\u4e5f\u5df2\u652f\u63f4\u5f8c\u91cf\u5b50\u6f14\u7b97\u6cd5\u3002SecuX PUF Dongle \u5247\u5c07\u540c\u4e00\u689d\u4fe1\u4efb\u93c8\uff0c\u5ef6\u4f38\u5230\u500b\u4eba\u4f7f\u7528\u8005\u3002 <\/p>\n\n\n\n

\u5f9e AI \u4ee3\u7406\u5230\u6a5f\u5668\u4eba\uff0c\u70ba AI \u5efa\u7acb\u5b89\u5168\u9632\u7dda <\/strong><\/p>\n\n\n\n

\u5f9e\u96f2\u7aef\u7684 AI \u4ee3\u7406\u5230\u5de5\u5ee0\u88e1\u7684\u6a5f\u5668\u4eba\uff0c\u9019\u689d\u4fe1\u4efb\u93c8\u6db5\u84cb\u4e09\u500b\u5c64\u9762\uff1a <\/p>\n\n\n\n

    \n
  1. \u786c\u9ad4\uff1a\u5728 AI \u8cc7\u6599\u4e2d\u5fc3\uff0cPUFrt \u70ba\u958b\u6e90\u4fe1\u4efb\u6839 Caliptra \u63d0\u4f9b\u9328\u9ede\uff0c\u8b93\u4ee3\u7406\u6240\u904b\u884c\u7684 CPU\u3001GPU\u3001DPU\u3001BMC \u8207 SSD \u90fd\u80fd\u8b49\u660e\u81ea\u8eab\u771f\u5be6\u53ef\u4fe1\uff0c\u4e14\u57f7\u884c\u7684\u662f\u7d93\u6388\u6b0a\u7684\u97cc\u9ad4\u3002\u5c0d\u65bc\u6a5f\u5668\u4eba\u3001\u7121\u4eba\u6a5f\u7b49\u81ea\u4e3b\u6a5f\u5668\uff0c\u4ee5 PUF \u70ba\u6839\u7684\u6a5f\u5668\u8b77\u7167(Machine Passport)\u8ce6\u4e88\u6bcf\u53f0\u6a5f\u5668\u5168\u7403\u53ef\u9a57\u8b49\u7684\u8eab\u5206\uff0c\u800c\u5404\u570b\u53ef\u5c07\u9019\u4e9b\u8eab\u5206\u9328\u5b9a\u65bc\u81ea\u5df1\u7684 Root CA\u3002\u00a0<\/li>\n\n\n\n
  2. \u4eba\uff1a\u7576\u4f7f\u7528\u8005\u4ee5 PUF Dongle \u6838\u51c6\u4ee3\u7406\u6216\u6a5f\u5668\u7684\u884c\u52d5\u6642\uff0c\u7c3d\u7ae0\u5373\u8b49\u660e\u8a72\u6c7a\u5b9a\u51fa\u81ea\u672c\u4eba\uff0c\u800c\u975e\u4ee3\u7406\u6216\u6a5f\u5668\u81ea\u884c\u6c7a\u5b9a\u3002\u00a0<\/li>\n\n\n\n
  3. \u7d00\u9304\uff1aAI \u4ee3\u7406\u7684\u63d0\u793a\u8a5e\u3001\u56de\u61c9\u8207\u884c\u52d5\uff0c\u90fd\u53ef\u7c3d\u7f72\u70ba\u9632\u7ac4\u6539\u7684\u8b49\u64da\u3002\u5728\u5be6\u9ad4\u4e16\u754c\u4e2d\uff0c\u8b49\u64da\u9ed1\u76d2\u5b50(evidence black box)\u6703\u70ba\u6a5f\u5668\u7684\u6307\u4ee4\u3001\u6c7a\u7b56\u3001\u884c\u52d5\u65e5\u8a8c\u8207\u5f71\u50cf\u7c3d\u7ae0\uff1b\u642d\u8f09\u5b89\u5168\u5143\u4ef6\u7684\u651d\u5f71\u6a5f\u5247\u5728\u62cd\u651d\u7576\u4e0b\u5c31\u70ba\u5f71\u50cf\u7c3d\u7ae0\uff0c\u8b49\u660e\u756b\u9762\u771f\u5be6\uff0c\u800c\u975e AI \u751f\u6210\u3002\u4e00\u65e6\u767c\u751f\u4e8b\u6545\uff0c\u4fdd\u96aa\u696d\u8005\u3001\u76e3\u7ba1\u6a5f\u69cb\u8207\u6cd5\u9662\u90fd\u80fd\u6191\u8b49\u64da\u91d0\u6e05\u722d\u8b70\u3002\u00a0<\/li>\n<\/ol>\n\n\n\n

    \u7121\u8ad6\u884c\u52d5\u8005\u662f\u8edf\u9ad4\u9084\u662f\u6a5f\u5668\uff0c\u6a21\u5f0f\u90fd\u76f8\u540c\uff1a\u8eab\u5206\u59cb\u65bc\u6676\u7247\uff0c\u4e26\u7531 HSM \u80cc\u66f8\u3002 <\/p>\n\n\n\n

    Frank Lin \u5728\u7d50\u8a9e\u4e2d\u8868\u793a\uff1a\u300c\u5728 AI \u8207\u91cf\u5b50\u904b\u7b97\u4ea4\u6703\u7684\u6642\u4ee3\uff0c\u8cc7\u5b89\u4e0d\u80fd\u518d\u53ea\u9760\u8edf\u9ad4\u3002\u786c\u9ad4\u4fe1\u4efb\u6839\u70ba\u8edf\u9ad4\u63d0\u4f9b\u53ef\u9a57\u8b49\u7684\u57fa\u790e\uff0c\u5f9e\u4f5c\u696d\u7cfb\u7d71\u5230\u4e0a\u5c64\u7684 AI \u61c9\u7528\u90fd\u9069\u7528\u3002\u6211\u5011\u5c07\u6301\u7e8c\u8207\u786c\u9ad4\u53ca\u8edf\u9ad4\u5925\u4f34\u5408\u4f5c\uff0c\u8b93\u6bcf\u4e00\u7b46\u8cc7\u6599\u3001\u6bcf\u4e00\u9805 AI \u6c7a\u7b56\u3001\u6bcf\u4e00\u53f0\u81ea\u4e3b\u6a5f\u5668\uff0c\u90fd\u80fd\u7372\u5f97\u53ef\u9760\u7684\u9a57\u8b49\u8207\u7a3d\u6838\u3002 \u300d <\/p>\n\n\n\n

    \u5c0d\u71b5\u78bc\u79d1\u6280\u800c\u8a00\uff0c\u4e00\u500b\u5167\u5efa\u65bc\u6bcf\u9846\u6676\u7247\u7684\u6307\u7d0b\uff0c\u4e5f\u5c31\u662f\u540c\u4e00\u500b\u4fe1\u4efb\u6839\uff0c\u4e0d\u53ea\u80fd\u4fdd\u8b77\u55ae\u4e00\u8655\u7406\u5668\uff0c\u66f4\u80fd\u5ef6\u4f38\u5230\u4ee3\u8868\u4eba\u985e\u884c\u52d5\u7684 AI \u4ee3\u7406\u8207\u6a5f\u5668\u4eba\u3002\u751f\u614b\u7cfb\u4e5f\u9080\u8acb\u7522\u696d\u5925\u4f34\u555f\u52d5\u6982\u5ff5\u9a57\u8b49(PoC)\u5c08\u6848\uff0c\u5171\u540c\u5be6\u73fe\u300c\u6bcf\u500b\u8eab\u5206\u3001\u6bcf\u9805\u884c\u52d5\u3001\u6bcf\u7b46\u4ea4\u6613\u90fd\u771f\u5be6\u3001\u53ef\u9a57\u8b49\u3001\u53ef\u554f\u8cac\u300d\u7684\u9858\u666f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

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