{"id":67863,"date":"2026-01-29T10:05:24","date_gmt":"2026-01-29T02:05:24","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/67863.html"},"modified":"2026-01-29T10:05:24","modified_gmt":"2026-01-29T02:05:24","slug":"lasset%ef%bc%9a%e4%b8%80%e7%a7%8d%e7%94%a8%e4%ba%8e%e7%89%87%e4%b8%8a%e7%b3%bb%e7%bb%9f%ef%bc%88soc%ef%bc%89%e9%aa%8c%e8%af%81%e7%9a%84llm%e8%be%85%e5%8a%a9%e5%ae%89%e5%85%a8%e8%b5%84%e4%ba%a7","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/67863.html","title":{"rendered":"LAsset\uff1a\u4e00\u79cd\u7528\u4e8e\u7247\u4e0a\u7cfb\u7edf\uff08SoC\uff09\u9a8c\u8bc1\u7684LLM\u8f85\u52a9\u5b89\u5168\u8d44\u4ea7\u8bc6\u522b\u6846\u67b6"},"content":{"rendered":"<p>\u5927\u5bb6\u8bfb\u5b8c\u89c9\u5f97\u6709\u5e2e\u52a9\u8bb0\u5f97\u5173\u6ce8\u548c\u70b9\u8d5e&#xff01;&#xff01;&#xff01;<\/p>\n<p>\u6458\u8981<\/p>\n<p>\u73b0\u4ee3\u7247\u4e0a\u7cfb\u7edf&#xff08;SoC&#xff09;\u548cIP\u8bbe\u8ba1\u7684\u65e5\u76ca\u590d\u6742\u4f7f\u5f97\u5b89\u5168\u4fdd\u969c\u53d8\u5f97\u8d8a\u6765\u8d8a\u56f0\u96be\u3002\u786c\u4ef6\u8bbe\u8ba1\u7684\u524d\u7845\u7247\u5b89\u5168\u9a8c\u8bc1\u7684\u4e00\u4e2a\u57fa\u672c\u6b65\u9aa4\u662f\u5b89\u5168\u8d44\u4ea7\u7684\u8bc6\u522b&#xff0c;\u56e0\u4e3a\u5b83\u6df1\u523b\u5f71\u54cd\u7740\u4e0b\u6e38\u7684\u5b89\u5168\u9a8c\u8bc1\u4efb\u52a1&#xff0c;\u4f8b\u5982\u5a01\u80c1\u5efa\u6a21\u3001\u5b89\u5168\u5c5e\u6027\u751f\u6210\u548c\u6f0f\u6d1e\u68c0\u6d4b\u3002\u4f20\u7edf\u4e0a&#xff0c;\u8d44\u4ea7\u7531\u5b89\u5168\u4e13\u5bb6\u624b\u52a8\u786e\u5b9a&#xff0c;\u9700\u8981\u5927\u91cf\u7684\u65f6\u95f4\u548c\u4e13\u4e1a\u77e5\u8bc6\u3002\u4e3a\u4e86\u5e94\u5bf9\u8fd9\u4e00\u6311\u6218&#xff0c;\u6211\u4eec\u63d0\u51fa\u4e86LAsset&#xff0c;\u8fd9\u662f\u4e00\u4e2a\u65b0\u9896\u7684\u81ea\u52a8\u5316\u6846\u67b6&#xff0c;\u5229\u7528\u5927\u578b\u8bed\u8a00\u6a21\u578b&#xff08;LLM&#xff09;\u4ece\u786c\u4ef6\u8bbe\u8ba1\u89c4\u8303\u548c\u5bc4\u5b58\u5668\u4f20\u8f93\u7ea7&#xff08;RTL&#xff09;\u63cf\u8ff0\u4e2d\u8bc6\u522b\u5b89\u5168\u8d44\u4ea7\u3002\u8be5\u6846\u67b6\u6267\u884c\u7ed3\u6784\u548c\u8bed\u4e49\u5206\u6790&#xff0c;\u4ee5\u8bc6\u522b\u6a21\u5757\u5185\u7684\u4e3b\u8981\u548c\u6b21\u8981\u8d44\u4ea7&#xff0c;\u5e76\u63a8\u5bfc\u6a21\u5757\u95f4\u5173\u7cfb&#xff0c;\u4ece\u800c\u5728\u8bbe\u8ba1\u5c42\u9762\u7cfb\u7edf\u5730\u8868\u5f81\u5b89\u5168\u4f9d\u8d56\u6027\u3002\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e&#xff0c;\u6240\u63d0\u51fa\u7684\u6846\u67b6\u5b9e\u73b0\u4e86\u9ad8\u5206\u7c7b\u51c6\u786e\u7387&#xff0c;\u5728SoC\u8bbe\u8ba1\u4e2d\u53ec\u56de\u7387\u9ad8\u8fbe90%&#xff0c;\u5728IP\u8bbe\u8ba1\u4e2d\u53ec\u56de\u7387\u9ad8\u8fbe93%\u3002\u8d44\u4ea7\u8bc6\u522b\u7684\u8fd9\u79cd\u81ea\u52a8\u5316\u663e\u8457\u51cf\u5c11\u4e86\u624b\u52a8\u5f00\u9500&#xff0c;\u5e76\u4e3a\u5b89\u5168\u7684\u786c\u4ef6\u5f00\u53d1\u652f\u6301\u4e86\u4e00\u6761\u53ef\u6269\u5c55\u7684\u524d\u8fdb\u9053\u8def\u3002<\/p>\n<p>\u5173\u952e\u8bcd&#xff1a;\u786c\u4ef6\u5b89\u5168&#xff0c;\u8d44\u4ea7\u8bc6\u522b&#xff0c;\u5927\u578b\u8bed\u8a00\u6a21\u578b&#xff0c;SoC\u9a8c\u8bc1&#xff0c;\u5b89\u5168\u9a8c\u8bc1&#xff0c;LLM\u8f85\u52a9\u8bbe\u8ba1<\/p>\n<hr \/>\n<p>I \u5f15\u8a00<\/p>\n<p>\u73b0\u4ee3\u7247\u4e0a\u7cfb\u7edf&#xff08;SoC&#xff09;\u8bbe\u8ba1\u5df2\u53d1\u5c55\u6210\u4e3a\u9ad8\u5ea6\u590d\u6742\u7684\u7cfb\u7edf&#xff0c;\u5c06\u5904\u7406\u5668\u3001\u5185\u5b58\u3001\u603b\u7ebf\u548c\u5404\u79cd\u5916\u8bbe\u96c6\u6210\u5230\u5355\u4e2a\u82af\u7247\u4e0a [rowen2008engineering, Chakravarthi2023]\u3002\u867d\u7136\u8fd9\u79cd\u9ad8\u5ea6\u96c6\u6210\u63d0\u9ad8\u4e86\u6027\u80fd\u548c\u6210\u672c\u6548\u76ca&#xff0c;\u4f46\u540c\u65f6\u4e5f\u901a\u8fc7\u663e\u8457\u6269\u5927\u653b\u51fb\u9762\u5f15\u5165\u4e86\u65b0\u7684\u5b89\u5168\u6311\u6218 [8000621, kocher2011complexity]\u3002\u4e0e\u6b64\u540c\u65f6&#xff0c;\u65e5\u76ca\u589e\u957f\u7684\u5e02\u573a\u538b\u529b\u5e38\u5e38\u8feb\u4f7f\u5f00\u53d1\u5468\u671f\u7f29\u77ed&#xff0c;\u7559\u7ed9\u5168\u9762\u7684\u524d\u7845\u7247\u5b89\u5168\u9a8c\u8bc1\u7684\u7a7a\u95f4\u6709\u9650\u3002\u56e0\u6b64&#xff0c;\u8bb8\u591a\u6f0f\u6d1e\u76f4\u5230\u540e\u7845\u7247\u9636\u6bb5\u624d\u88ab\u53d1\u73b0 [9116483, pearce2023high]&#xff0c;\u800c\u5728\u8be5\u9636\u6bb5\u8fdb\u884c\u7f13\u89e3\u7684\u8d44\u6e90\u6d88\u8017\u8981\u5927\u5f97\u591a [mitra2010post]\u3002\u4e3a\u786e\u4fdd\u5f3a\u6709\u529b\u7684\u4fdd\u62a4&#xff0c;\u5728\u8bbe\u8ba1\u5468\u671f\u4e2d\u5c3d\u65e9\u89e3\u51b3\u5b89\u5168\u95ee\u9898\u81f3\u5173\u91cd\u8981 [arm2009arm]\u3002\u65e9\u671f\u8bc6\u522b\u5b89\u5168\u5173\u952e\u7ec4\u4ef6\u4e0d\u4ec5\u80fd\u964d\u4f4e\u540e\u671f\u6d41\u7a0b\u4e2d\u9ad8\u6602\u4fee\u590d\u6210\u672c\u7684\u98ce\u9669&#xff0c;\u8fd8\u80fd\u5efa\u7acb\u5bf9\u6574\u4f53\u8bbe\u8ba1\u53ef\u4fe1\u5ea6\u7684\u4fe1\u5fc3\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260129020522-697ac06290d6c.png\" \/><\/p>\n<p>\u56fe1&#xff1a;\u786c\u4ef6\u8bbe\u8ba1\u4e2d\u7684\u5b89\u5168\u9a8c\u8bc1\u6d41\u7a0b<\/p>\n<p>\u5728\u53ef\u9760\u548c\u5b89\u5168\u7684\u786c\u4ef6\u7cfb\u7edf\u8bbe\u8ba1\u4e2d&#xff0c;\u65e9\u671f\u51c6\u786e\u8bc6\u522b\u5b89\u5168\u8d44\u4ea7\u4e3a\u540e\u7eed\u4efb\u52a1&#xff08;\u5982\u56fe1\u6240\u793a\u7684\u5a01\u80c1\u5efa\u6a21\u3001\u6d4b\u8bd5\u8ba1\u5212\u751f\u6210\u3001\u5b89\u5168\u9a8c\u8bc1\u548c\u5bf9\u7b56\u5f00\u53d1&#xff09;\u5960\u5b9a\u4e86\u57fa\u7840 [portillo2016building, slpsk2023protects, contreras2017security, peeters2015soc]\u3002\u6b63\u5982\u7535\u5b50\u8bbe\u8ba1\u96c6\u6210\u5b89\u5168\u6ce8\u89e3&#xff08;SA-EDI&#xff09;\u6807\u51c6 [b4] \u6240\u5f3a\u8c03\u7684&#xff0c;\u8d44\u4ea7\u8bc6\u522b\u4e0d\u4ec5\u662f\u786c\u4ef6\u7cfb\u7edf\u4e2d\u5b9e\u73b0\u53ef\u6301\u7eed\u5b89\u5168\u4fdd\u8bc1\u7684\u7b2c\u4e00\u6b65&#xff0c;\u800c\u4e14\u53ef\u4ee5\u8bf4\u662f\u6700\u91cd\u8981\u7684\u6b65\u9aa4\u3002\u5c3d\u7ba1\u5176\u91cd\u8981\u6027\u5f97\u5230\u5e7f\u6cdb\u8ba4\u53ef&#xff0c;\u4f46\u8d44\u4ea7\u8bc6\u522b\u4f20\u7edf\u4e0a\u4ecd\u7136\u662f\u57fa\u4e8e\u884c\u4e1a\u4e13\u4e1a\u77e5\u8bc6\u7684 manual \u8fc7\u7a0b [meza2023information, 7880823]&#xff0c;\u8fd9\u4e0d\u4ec5\u6548\u7387\u4f4e\u4e0b\u4e14\u5bb9\u6613\u51fa\u9519&#xff0c;\u800c\u4e14\u96be\u4ee5\u6269\u5c55\u5230\u5927\u578bSoC\u8bbe\u8ba1\u3002\u6700\u8fd1\u53ea\u6709\u5c11\u6570\u5de5\u4f5c\u63a2\u7d22\u4e86\u8d44\u4ea7\u8bc6\u522b&#xff0c;\u800c\u4e14\u8fd9\u4e9b\u5de5\u4f5c\u901a\u5e38\u53ea\u5728\u6709\u9650\u8303\u56f4\u5185\u8003\u8651\u5b83\u3002\u4f8b\u5982&#xff0c;SAIF\u5de5\u5177 [farzana2021saif] \u8bd5\u56fe\u901a\u8fc7\u5206\u6790\u6f0f\u6d1e\u548c\u5a01\u80c1\u6a21\u578b\u6765\u8bc6\u522b\u786c\u4ef6\u8bbe\u8ba1\u4e2d\u7684\u8d44\u4ea7&#xff0c;\u800cLASHED\u6d41\u7a0b [ahmad2025lashed] \u5219\u5229\u7528\u5e38\u89c1\u5f31\u70b9\u679a\u4e3e&#xff08;CWE&#xff09;\u6f0f\u6d1e\u6765\u5b9e\u73b0\u76f8\u540c\u76ee\u7684\u3002\u7136\u800c&#xff0c;\u8fd9\u4e24\u79cd\u65b9\u6cd5\u90fd\u662f\u5728\u5206\u6790\u4e86\u8bbe\u8ba1\u6f0f\u6d1e\u4e4b\u540e\u624d\u8bc6\u522b\u8d44\u4ea7&#xff0c;\u800c\u8d44\u4ea7\u8bc6\u522b\u672c\u5e94\u662f\u5b89\u5168\u9a8c\u8bc1\u6d41\u7a0b\u4e2d\u7684\u9996\u8981\u6b65\u9aa4&#xff0c;\u5982\u56fe1\u6240\u793a\u3002\u7c7b\u4f3c\u5730&#xff0c;[nath2025toward] \u4e2d\u7684\u65b9\u6cd5\u4e25\u91cd\u4f9d\u8d56RTL\u4fe1\u53f7\u548c\u5bc4\u5b58\u5668\u547d\u540d\u7ea6\u5b9a&#xff0c;\u4f7f\u7528\u9488\u5bf9\u5df2\u77e5\u5b89\u5168\u5173\u952e\u6807\u8bc6\u7b26\u7684\u6a21\u5f0f\u5339\u914d&#xff1b;\u56e0\u6b64&#xff0c;\u5b83\u65e0\u6cd5\u63a8\u5e7f\u5230\u4e0d\u9075\u5faa\u6b64\u7c7b\u7ea6\u5b9a\u7684\u8bbe\u8ba1&#xff0c;\u5e76\u4e14\u65e0\u6cd5\u4e3a\u68c0\u6d4b\u5230\u7684\u5143\u7d20\u4e3a\u4f55\u5e94\u88ab\u89c6\u4e3a\u8d44\u4ea7\u63d0\u4f9b\u7406\u7531\u3002<\/p>\n<p>\u53d7\u5f53\u4eca\u8d44\u4ea7\u8bc6\u522b\u65b9\u6cd5\u4e2d\u9762\u4e34\u7684\u6311\u6218\u7684\u542f\u53d1&#xff0c;\u6211\u4eec\u63d0\u51fa\u4e86\u4ee5\u4e0b\u7814\u7a76\u95ee\u9898&#xff08;RQs&#xff09;&#xff1a;<\/p>\n<p>RQ 1&#xff1a;\u6211\u4eec\u5982\u4f55\u786e\u5b9a\u7ed9\u5b9a\u786c\u4ef6\u8bbe\u8ba1\u67b6\u6784\u4e2d\u54ea\u4e9b\u5143\u7d20\u88ab\u89c6\u4e3a\u5b89\u5168\u76f8\u5173\u8d44\u4ea7&#xff1f;<\/p>\n<p>RQ 2&#xff1a;\u6211\u4eec\u80fd\u5426\u5f00\u53d1\u4e00\u79cd\u7aef\u5230\u7aef\u7684\u81ea\u52a8\u5316\u65b9\u6cd5&#xff0c;\u7528\u4e8e\u53ef\u9760\u5730\u8bc6\u522b\u8de8\u4e0d\u540cSoC\u548cIP\u8bbe\u8ba1\u7684\u5b89\u5168\u8d44\u4ea7&#xff1f;<\/p>\n<p>RQ 3&#xff1a;\u6211\u4eec\u5982\u4f55\u9a8c\u8bc1\u4e00\u4e2a\u88ab\u8bc6\u522b\u51fa\u7684\u8d44\u4ea7\u786e\u5b9e\u662f\u8d44\u4ea7&#xff1f;<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260129020522-697ac062a6abd.png\" \/><\/p>\n<p>\u56fe2&#xff1a;AES\u52a0\u5bc6\u8bbe\u8ba1\u4e2d\u7684\u8d44\u4ea7\u7c7b\u578b\u6982\u8ff0<\/p>\n<p>\u5728\u7814\u7a76\u4e86\u4e0a\u8ff0\u95ee\u9898\u7684\u7b54\u6848\u540e&#xff0c;\u6211\u4eec\u63d0\u51fa\u4e86LAsset&#xff0c;\u8fd9\u662f\u6709\u53f2\u4ee5\u6765\u7b2c\u4e00\u4e2aLLM\u8f85\u52a9\u7684\u81ea\u52a8\u5316\u6846\u67b6&#xff0c;\u7528\u4e8e\u5728SoC\u548cIP\u8bbe\u8ba1\u4e2d\u8fdb\u884c\u5168\u9762\u7684\u5b89\u5168\u8d44\u4ea7\u8bc6\u522b&#xff0c;\u5176\u52a8\u673a\u662fLLM\u8f85\u52a9\u6846\u67b6\u5728\u786c\u4ef6\u5b89\u5168\u9a8c\u8bc1\u4e2d\u7684\u6210\u529f [sahaaccess, saha2025sv, socurellm, 11022932, bugwhisperer, saha2024empowering]\u3002LAsset\u5229\u7528SA-EDI\u6807\u51c6\u548cIEEE P3164\u6307\u5357&#xff0c;\u901a\u8fc7LLM\u8fdb\u884c\u8d44\u4ea7\u7684\u521d\u6b65\u8bc6\u522b\u3002\u5b83\u901a\u8fc7\u5c06\u8d44\u4ea7\u5217\u8868\u4e0eCWE\u6f0f\u6d1e\u6570\u636e\u5e93\u8fdb\u884c\u6620\u5c04\u6765\u8fdb\u4e00\u6b65\u9a8c\u8bc1\u548c\u4f18\u5316\u8d44\u4ea7\u5217\u8868&#xff0c;\u4ece\u800c\u786e\u4fdd\u5176\u53ef\u4fe1\u5ea6\u3002\u603b\u4e4b&#xff0c;\u6211\u4eec\u5de5\u4f5c\u7684\u5173\u952e\u8d21\u732e\u5982\u4e0b&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u65b0\u9896\u6027&#xff1a;\u5728\u672c\u6587\u4e2d&#xff0c;\u6211\u4eec\u63d0\u51fa\u4e86LAsset&#xff0c;\u8fd9\u662f\u7b2c\u4e00\u4e2a\u5229\u7528LLM\u4eceSoC\u548cIP\u8bbe\u8ba1\u4e2d\u81ea\u52a8\u8bc6\u522b\u5b89\u5168\u8d44\u4ea7\u7684\u6846\u67b6\u3002<\/p>\n<\/li>\n<li>\n<p>\u9c81\u68d2\u6027\u548c\u591a\u529f\u80fd\u6027&#xff1a;LAsset\u53ef\u4f7f\u7528\u89c4\u8303\u4e0eRTL\u7ec4\u5408\u8f93\u5165\u6216\u4ec5RTL\u8f93\u5165\u8fdb\u884c\u64cd\u4f5c&#xff0c;\u652f\u6301Verilog\u3001SystemVerilog\u548cVHDL&#xff0c;\u5e76\u9002\u7528\u4e8eIP\u548cSoC\u8bbe\u8ba1&#xff0c;\u786e\u4fdd\u4e86\u5e7f\u6cdb\u7684\u9002\u7528\u6027\u3002<\/p>\n<\/li>\n<li>\n<p>\u5168\u9762\u6027&#xff1a;\u9664\u4e86\u8d44\u4ea7\u8bc6\u522b&#xff0c;LAsset\u8fd8\u5c06\u6bcf\u4e2a\u8d44\u4ea7\u4e0e\u5a01\u80c1\u5efa\u6a21\u7ec6\u8282\u548c\u5b89\u5168\u7406\u7531\u5173\u8054\u8d77\u6765&#xff0c;\u4e3a\u4e0b\u6e38\u9a8c\u8bc1\u4efb\u52a1\u63d0\u4f9b\u53ef\u64cd\u4f5c\u7684\u4e0a\u4e0b\u6587\u3002<\/p>\n<\/li>\n<li>\n<p>\u53ef\u4fe1\u5ea6&#xff1a;\u4e00\u4e2a\u4f18\u5316\u9636\u6bb5\u901a\u8fc7\u4ea4\u53c9\u5f15\u7528CWE\u6570\u636e\u5e93\u548c\u5e94\u7528\u81ea\u4e00\u81f4\u6027\u68c0\u67e5\u6765\u9a8c\u8bc1\u6bcf\u4e2a\u8d44\u4ea7&#xff0c;\u4ea7\u751f\u4e00\u4e2a\u9ad8\u4fdd\u771f\u5ea6\u7684\u8d44\u4ea7\u5217\u8868&#xff0c;\u5728\u5b9e\u9645\u8bbe\u8ba1\u4e0a\u53ec\u56de\u7387\u9ad8\u8fbe93%\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u672c\u6587\u7684\u5176\u4f59\u90e8\u5206\u7ec4\u7ec7\u5982\u4e0b\u3002\u7b2cII\u8282\u7b80\u8981\u4ecb\u7ecd\u4e86\u80cc\u666f\u548c\u57fa\u672c\u539f\u7406\u3002\u7b2cIII\u8282\u63cf\u8ff0\u4e86\u6240\u63d0\u51fa\u7684\u65b9\u6cd5\u3002\u5b9e\u9a8c\u7ed3\u679c\u548c\u6bd4\u8f83\u5206\u6790\u5728\u7b2cIV\u8282\u4e2d\u7ed9\u51fa&#xff0c;\u6700\u540e\u5728\u7b2cV\u8282\u603b\u7ed3\u5168\u6587\u3002<\/p>\n<hr \/>\n<p>II \u80cc\u666f<\/p>\n<p>II-A \u5b89\u5168\u8d44\u4ea7<\/p>\n<p>\u6839\u636e\u5b9a\u4e49&#xff0c;SoC\u4e2d\u7684\u5b89\u5168\u8d44\u4ea7\u662f\u4efb\u4f55\u5176\u4fdd\u62a4\u5bf9\u4e8e\u7ef4\u62a4\u7cfb\u7edf\u673a\u5bc6\u6027\u3001\u5b8c\u6574\u6027\u6216\u53ef\u7528\u6027&#xff08;CIA&#xff09;\u81f3\u5173\u91cd\u8981\u7684\u786c\u4ef6\u7ec4\u4ef6\u6216\u6570\u636e\u5143\u7d20\u3002\u5b89\u5168\u8d44\u4ea7\u53ef\u4ee5\u6839\u636e\u4e24\u4e2a\u6807\u51c6\u8fdb\u884c\u5206\u7c7b&#xff1a;&#xff08;i&#xff09;\u62bd\u8c61\u7ea7\u522b\u548c&#xff08;ii&#xff09;\u4f9d\u8d56\u6027\u3002\u6839\u636eIEEE P3164 [b5]&#xff0c;\u6839\u636e\u8bbe\u8ba1\u7684\u62bd\u8c61\u7ea7\u522b&#xff0c;\u5b89\u5168\u8d44\u4ea7\u53ef\u4ee5\u5206\u4e3a\u6982\u5ff5\u6027\u8d44\u4ea7\u548c\u7ed3\u6784\u6027\u8d44\u4ea7\u3002<\/p>\n<ul>\n<li>\n<p>\u6982\u5ff5\u6027\u8d44\u4ea7&#xff1a;\u6982\u5ff5\u6027\u8d44\u4ea7\u662f\u4e0e\u7cfb\u7edf\u7528\u4f8b\u6d41\u7a0b\u76f8\u5173\u7684\u9ad8\u7ea7\u4fe1\u606f\u5143\u7d20\u3002\u4f8b\u5982&#xff0c;\u5982\u56fe2\u6240\u793a&#xff0c;\u5728AES\u52a0\u5bc6\u5f15\u64ce\u4e2d&#xff0c;\u52a0\u5bc6\u5bc6\u94a5\u662f\u4e00\u4e2a\u6982\u5ff5\u6027\u8d44\u4ea7&#xff0c;\u56e0\u4e3a\u65e0\u8bba\u5176\u4f4d\u4e8e\u8bbe\u8ba1\u4e2d\u7684\u4f55\u5904&#xff0c;\u90fd\u5fc5\u987b\u4fdd\u62a4\u5176\u673a\u5bc6\u6027\u3002<\/p>\n<\/li>\n<li>\n<p>\u7ed3\u6784\u6027\u8d44\u4ea7&#xff1a;\u7ed3\u6784\u6027\u8d44\u4ea7\u662f\u7269\u7406\u5b58\u50a8\u6216\u627f\u8f7d\u6982\u5ff5\u6027\u8d44\u4ea7\u7684\u786c\u4ef6\u5143\u7d20\u3002\u8fd9\u4e9b\u5305\u62ec\u5904\u7406\u6216\u5b58\u50a8\u6982\u5ff5\u6027\u8d44\u4ea7\u6240\u6d89\u53ca\u7684\u5bc4\u5b58\u5668\u3001\u7f13\u51b2\u533a\u3001\u9501\u5b58\u5668\u6216\u95e8\u7535\u8def\u3002\u5728\u540c\u4e00\u4e2aAES\u5f15\u64ce\u4e2d&#xff0c;\u5bc6\u94a5\u5bc4\u5b58\u5668\u662f\u4e00\u4e2a\u7ed3\u6784\u6027\u8d44\u4ea7&#xff0c;\u56e0\u4e3a\u5b83\u76f4\u63a5\u5b58\u50a8\u52a0\u5bc6\u5bc6\u94a5\u503c\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u6b64\u5916&#xff0c;\u6839\u636e\u5176\u5728\u6f5c\u5728\u5b89\u5168\u6f0f\u6d1e\u4e2d\u7684\u4f9d\u8d56\u4f5c\u7528&#xff0c;\u5b89\u5168\u8d44\u4ea7\u53ef\u4ee5\u5206\u4e3a\u4e3b\u8981\u8d44\u4ea7\u548c\u6b21\u8981\u8d44\u4ea7 [farzana2021saif]\u3002<\/p>\n<ul>\n<li>\n<p>\u4e3b\u8981\u8d44\u4ea7&#xff1a;\u4e3b\u8981\u8d44\u4ea7\u662f\u4f5c\u4e3a\u653b\u51fb\u76f4\u63a5\u76ee\u6807\u7684\u7ec4\u4ef6\u3002\u7ee7\u7eedAES\u7684\u4f8b\u5b50&#xff0c;\u52a0\u5bc6\u5bc6\u94a5\u672c\u8eab\u662f\u4e3b\u8981\u8d44\u4ea7&#xff0c;\u56e0\u4e3a\u653b\u51fb\u8005\u8bd5\u56fe\u76f4\u63a5\u7834\u574f\u5b83\u3002<\/p>\n<\/li>\n<li>\n<p>\u6b21\u8981\u8d44\u4ea7&#xff1a;\u6b21\u8981\u8d44\u4ea7\u662f\u4e0e\u4e3b\u8981\u8d44\u4ea7\u4ea4\u4e92\u6216\u4fc3\u8fdb\u4e3b\u8981\u8d44\u4ea7\u66b4\u9732\u7684\u7ec4\u4ef6\u3002\u867d\u7136\u5b83\u4eec\u4e0d\u76f4\u63a5\u5173\u952e&#xff0c;\u4f46\u5b83\u4eec\u7684\u7834\u574f\u53ef\u80fd\u901a\u8fc7\u68c0\u7d22\u76f8\u5173\u8054\u7684\u4e3b\u8981\u8d44\u4ea7\u6765\u524a\u5f31SoC\u7684\u6574\u4f53\u5b89\u5168\u6027\u3002\u4f8b\u5982&#xff0c;\u7cfb\u7edf\u603b\u7ebf\u3001\u5916\u8bbe\u7aef\u53e3\u4ee5\u53ca\u627f\u8f7d\u4e3b\u8981\u8d44\u4ea7\u6570\u636e&#xff08;\u5168\u90e8\u6216\u90e8\u5206&#xff09;\u7684\u5185\u90e8\u4fe1\u53f7\/\u5bc4\u5b58\u5668\u3002\u5728AES\u4e2d&#xff0c;\u8bf8\u5982\u52a0\u5bc6\/\u89e3\u5bc6\u5f15\u64ce\u548c\u8f93\u51fa\u7f13\u51b2\u533a\u7b49\u5143\u7d20\u7b26\u5408\u6b21\u8981\u8d44\u4ea7\u7684\u6761\u4ef6&#xff0c;\u56e0\u4e3a\u5c3d\u7ba1\u5b83\u4eec\u4e0d\u662f\u6700\u7ec8\u76ee\u6807&#xff0c;\u4f46\u5b83\u4eec\u7684\u7834\u574f\u53ef\u80fd\u95f4\u63a5\u66b4\u9732\u52a0\u5bc6\u5bc6\u94a5\u3002<\/p>\n<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260129020522-697ac062bb00d.png\" \/><\/p>\n<p>\u56fe3&#xff1a;SA-EDI IP\u5305 [b4]<\/p>\n<p>II-B \u7535\u5b50\u8bbe\u8ba1\u96c6\u6210\u5b89\u5168\u6ce8\u89e3&#xff08;SA-EDI&#xff09;\u6807\u51c6<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260129020522-697ac062cf21e.png\" \/><\/p>\n<p>\u56fe4&#xff1a;\u6240\u63d0\u51fa\u7684\u7528\u4e8e\u5b89\u5168\u8d44\u4ea7\u8bc6\u522b\u7684LAsset\u6846\u67b6\u6982\u8ff0<\/p>\n<p>SA-EDI\u6807\u51c6\u63d0\u4f9b\u4e86\u5728\u5c06\u786c\u4ef6IP\u96c6\u6210\u5230SoC\u4e2d\u65f6\u8bb0\u5f55\u5176\u5b89\u5168\u76f8\u5173\u95ee\u9898\u7684\u89c4\u8303\u6307\u5357\u3002\u5982\u56fe3\u6240\u793a&#xff0c;\u5b89\u5168\u76f8\u5173\u4fe1\u606f\u2014\u2014\u5305\u62ec\u8d44\u4ea7\u5b9a\u4e49\u3001\u5b89\u5168\u5f31\u70b9\u6570\u636e\u5e93\u3001\u7aef\u53e3\u548c\u53c2\u6570\u76f8\u5173\u5143\u7d20\u4ee5\u53ca\u653b\u51fb\u70b9\u5b89\u5168\u76ee\u6807&#xff08;APSO&#xff09;\u2014\u2014\u4e0eIP\u8bbe\u8ba1\u4e00\u8d77\u88ab\u6355\u83b7&#xff0c;\u5e76\u4ee5JSON\u683c\u5f0f\u8868\u793a\u5728SA-EDI\u5bf9\u8c61\u4e2d\u3002\u8be5\u6807\u51c6\u5f3a\u8c03&#xff0c;\u7b2c\u4e00\u6b65\u662f\u8bc6\u522b\u8bbe\u8ba1\u4e2d\u9700\u8981\u6839\u636e\u673a\u5bc6\u6027\u3001\u5b8c\u6574\u6027\u548c\u53ef\u7528\u6027&#xff08;CIA&#xff09;\u7b49\u5b89\u5168\u76ee\u6807\u8fdb\u884c\u4fdd\u62a4\u7684\u6982\u5ff5\u6027\u8d44\u4ea7&#xff0c;\u4ee5\u53ca\u53ef\u80fd\u5371\u5bb3\u8fd9\u4e9b\u76ee\u6807\u7684\u76f8\u5173\u7ed3\u6784\u6027\u5143\u7d20&#xff08;\u4f8b\u5982&#xff0c;\u7aef\u53e3\u3001\u53c2\u6570&#xff09;\u3002\u4e3a\u4e86\u652f\u6301\u8fd9\u4e00\u8fc7\u7a0b&#xff0c;\u8be5\u6807\u51c6\u53c2\u8003\u4e86IEEE P3164\u767d\u76ae\u4e66 [b5]&#xff0c;\u8be5\u767d\u76ae\u4e66\u4ecb\u7ecd\u4e86\u6982\u5ff5\u548c\u7ed3\u6784\u5206\u6790&#xff08;CSA&#xff09;\u65b9\u6cd5\u3002CSA\u9996\u5148\u8bc6\u522b\u4e0eCIA\u4e09\u8981\u7d20\u76f8\u5173\u7684\u6982\u5ff5\u6027\u8d44\u4ea7&#xff0c;\u7136\u540e\u5c06\u5b83\u4eec\u6620\u5c04\u5230\u5176\u76f8\u5e94\u7684RTL\u8868\u793a&#xff0c;\u5373\u4f20\u9012\u7ed9SA-EDI\u4e2d\u4e0b\u4e00\u4e2a\u8d44\u4ea7\u5b9a\u4e49\u5bf9\u8c61\u7684\u7ed3\u6784\u6027\u8d44\u4ea7\u3002\u8be5\u65b9\u6cd5\u8bba\u5f3a\u8c03\u4e86\u6982\u5ff5\u6027\u8d44\u4ea7\u2014\u2014\u9700\u8981\u4fdd\u62a4\u7684&#034;\u4ec0\u4e48&#034;&#xff0c;\u548c\u7ed3\u6784\u6027\u8d44\u4ea7\u2014\u2014\u4f53\u73b0\u8be5\u8d44\u4ea7\u7684\u8bbe\u8ba1\u4e2d\u7684&#034;\u4f55\u5904&#034;\u4e4b\u95f4\u7684\u533a\u522b&#xff0c;\u786e\u4fddIP\u5f00\u53d1\u8005\u5728\u5c06IP\u96c6\u6210\u5230\u66f4\u5927\u7684SoC\u8bbe\u8ba1\u4e4b\u524d\u5168\u9762\u8bb0\u5f55\u5b89\u5168\u5173\u952e\u8d44\u4ea7\u3002\u56e0\u6b64&#xff0c;\u4e3a\u4e86\u89e3\u51b3\u7b2cI\u8282\u4e2d\u7684RQ1&#xff0c;\u6211\u4eec\u57fa\u4e8eSA-EDI\u6307\u5357\u4e2d\u63d0\u4f9b\u7684\u89c1\u89e3\u8fdb\u884c\u6784\u5efa\u3002<\/p>\n<hr \/>\n<p>III LAsset\u6846\u67b6<\/p>\n<p>\u8bc6\u522b\u7b2cI\u8282\u4e2d\u63d0\u5230\u7684RQ1-RQ3\u6240\u63d0\u51fa\u7684\u5b89\u5168\u8d44\u4ea7\u9700\u8981\u4e00\u4e2a\u5177\u6709\u51e0\u4e2a\u5173\u952e\u7279\u6027\u7684\u89e3\u51b3\u65b9\u6848\u3002\u9075\u5faaSA-EDI\u9996\u5148\u57fa\u4e8eCIA\u76ee\u6807\u5b9a\u4e49\u6982\u5ff5\u6027\u8d44\u4ea7&#xff0c;\u7136\u540e\u5c06\u5176\u6620\u5c04\u5230\u7ed3\u6784\u6027\u8bbe\u8ba1\u5143\u7d20\u7684\u539f\u5219&#xff0c;\u5b83\u5fc5\u987b\u7406\u89e3\u81ea\u7136\u8bed\u8a00\u89c4\u8303\u548cRTL&#xff0c;\u4ee5\u5c06\u6982\u5ff5\u6027\u8d44\u4ea7\u6620\u5c04\u5230\u5176\u7ed3\u6784\u6027\u5bf9\u5e94\u7269&#xff1b;\u63a8\u7406\u8bbe\u8ba1\u8bed\u4e49\u3001\u5c42\u6b21\u7ed3\u6784\u548c\u6a21\u5757\u95f4\u4f9d\u8d56\u6027&#xff0c;\u4ee5\u6cdb\u5316\u5230\u4e0d\u540c\u7684SoC\u548cIP\u8bbe\u8ba1&#xff1b;\u5e76\u63d0\u4f9b\u53ef\u9a8c\u8bc1\u7684\u3001\u7b26\u5408\u6807\u51c6\u7684\u7406\u7531\u4ee5\u786e\u4fdd\u5df2\u8bc6\u522b\u8d44\u4ea7\u7684\u53ef\u4fe1\u5ea6\u3002\u8fd9\u6837\u7684\u4efb\u52a1\u9700\u8981\u8bed\u4e49\u7406\u89e3\u3001\u4e0a\u4e0b\u6587\u63a8\u7406\u3001\u6a21\u5757\u5316\u4efb\u52a1\u5206\u89e3\u548c\u53ef\u89e3\u91ca\u7684\u51b3\u7b56\u80fd\u529b&#xff0c;\u8fd9\u4e9b\u662f\u4f20\u7edf\u57fa\u4e8e\u89c4\u5219\u7684\u65b9\u6cd5\u6240\u7f3a\u4e4f\u7684\u3002LLM\u5929\u751f\u63d0\u4f9b\u8fd9\u4e9b\u7279\u6027&#xff1a;\u5b83\u4eec\u53ef\u4ee5\u8054\u5408\u89e3\u91ca\u89c4\u8303\u548cRTL&#xff0c;\u4ece\u4e0a\u4e0b\u6587\u800c\u975e\u547d\u540d\u542f\u53d1\u5f0f\u4e2d\u63a8\u65ad\u5b89\u5168\u76f8\u5173\u6027&#xff0c;\u88ab\u7ec4\u7ec7\u6210\u4e13\u95e8\u7684\u667a\u80fd\u4f53\u7528\u4e8e\u5b50\u4efb\u52a1&#xff0c;\u5982\u89c4\u8303\u5206\u6790\u3001RTL\u5206\u6790\u3001\u8d44\u4ea7\u6620\u5c04\u548c\u57fa\u4e8eCWE\u7684\u5408\u7406\u5316&#xff0c;\u5e76\u751f\u6210\u4eba\u7c7b\u53ef\u8bfb\u7684\u7406\u7531\u5e76\u8fdb\u884c\u81ea\u4e00\u81f4\u6027\u68c0\u67e5\u3002\u5229\u7528\u8fd9\u4e9b\u4f18\u52bf&#xff0c;\u6211\u4eec\u5c06LAsset\u8bbe\u8ba1\u4e3a\u4e00\u4e2a\u7531LLM\u9a71\u52a8\u7684\u667a\u80fd\u4f53\u6846\u67b6&#xff0c;\u80fd\u591f\u6267\u884c\u81ea\u52a8\u5316\u3001\u53ef\u6269\u5c55\u4e14\u53ef\u9760\u7684\u8d44\u4ea7\u8bc6\u522b\u3002<\/p>\n<p>\u5982\u56fe4\u6240\u793a&#xff0c;LAsset\u901a\u8fc7\u4e09\u4e2a\u987a\u5e8f\u6267\u884c\u7684\u667a\u80fd\u4f53\u8fdb\u884c\u64cd\u4f5c&#xff1a;&#xff08;i&#xff09;\u8f93\u5165\u9884\u5904\u7406&#xff0c;\u89e3\u6790\u53ef\u7528\u7684\u89c4\u8303\u548cRTL\u8d44\u6e90&#xff0c;\u5e76\u5728\u57fa\u4e8eSA-EDI\u7684\u6982\u5ff5-\u7ed3\u6784\u8d44\u4ea7\u6a21\u578b\u4e0b\u5bf9\u9f50\u5b83\u4eec&#xff1b;&#xff08;ii&#xff09;\u8d44\u4ea7\u751f\u6210&#xff0c;\u4e13\u95e8\u7684LLM\u5206\u6790\u9884\u5904\u7406\u540e\u7684\u8f93\u5165\u4ee5\u8bc6\u522b\u5019\u9009\u6982\u5ff5\u6027\u8d44\u4ea7\u5e76\u5c06\u5176\u6620\u5c04\u5230\u5b83\u4eec\u7684\u7ed3\u6784\u6027\u5bf9\u5e94\u7269&#xff1b;\u4ee5\u53ca&#xff08;iii&#xff09;\u8d44\u4ea7\u4f18\u5316&#xff0c;\u901a\u8fc7\u4ea4\u53c9\u5f15\u7528CWE\u6570\u636e\u5e93\u548c\u81ea\u4e00\u81f4\u6027\u68c0\u67e5\u6765\u9a8c\u8bc1\u548c\u5408\u7406\u5316\u6bcf\u4e2a\u5019\u9009\u8d44\u4ea7&#xff0c;\u4ea7\u751f\u6700\u7ec8\u7684\u3001\u7b26\u5408\u6807\u51c6\u7684\u8d44\u4ea7\u5217\u8868\u3002\u8fd9\u79cd\u6a21\u5757\u5316\u7684\u667a\u80fd\u4f53\u8bbe\u8ba1\u4f7fLAsset\u80fd\u591f\u8de8\u4e0d\u540c\u7684SoC\u548cIP\u8bbe\u8ba1\u6267\u884c\u81ea\u52a8\u5316\u3001\u53ef\u6269\u5c55\u548c\u53ef\u9a8c\u8bc1\u7684\u5b89\u5168\u8d44\u4ea7\u8bc6\u522b\u3002<\/p>\n<p>III-A \u8f93\u5165\u9884\u5904\u7406<\/p>\n<p>\u5728LAsset\u6846\u67b6\u7684\u4e24\u4e2a\u8f93\u5165\u4e4b\u95f4&#xff0c;RTL\u5e93\u63d0\u4f9b\u4e86\u5185\u90e8\u529f\u80fd\u4ee5\u53ca\u4fe1\u606f\u6d41\u8ddf\u8e2a&#xff0c;\u800c\u76f8\u5e94\u7684\u89c4\u8303&#xff08;Spec.&#xff09;\u4e3b\u8981\u6982\u8ff0\u4e86\u6a21\u5757\u5728\u66f4\u5e7f\u6cdbSoC\u67b6\u6784\u4e2d\u7684\u96c6\u6210&#xff0c;\u4ee5\u81ea\u7136\u8bed\u8a00\u63d0\u4f9b\u989d\u5916\u7684\u8bbe\u8ba1\u89c1\u89e3\u548c\u63a5\u53e3\u7ec6\u8282\u3002\u56e0\u6b64&#xff0c;\u6211\u4eec\u4ece\u8bbe\u8ba1\u7684\u5b89\u5168\u5173\u6ce8\u70b9\u89d2\u5ea6\u9884\u5904\u7406\u8f93\u5165&#xff0c;\u4ee5\u4fbfLLM\u80fd\u66f4\u597d\u5730\u7406\u89e3\u771f\u5b9e\u7684\u5b89\u5168\u4e0a\u4e0b\u6587&#xff0c;\u800c\u4e0d\u4f1a\u56e0token\u9650\u5236\u548c\u53d7\u9650\u7684\u957f\u4e0a\u4e0b\u6587\u4fdd\u7559\u800c\u4ea7\u751f\u5e7b\u89c9\u3002\u8f93\u5165\u9884\u5904\u7406\u667a\u80fd\u4f53\u6267\u884c\u4ee5\u4e0b\u4e09\u4e2a\u4e3b\u8981\u4efb\u52a1&#xff0c;\u5982\u7b97\u6cd51&#xff08;\u7b2c3-4\u884c&#xff09;\u6240\u793a&#xff1a;<\/p>\n<p>III-A1 \u8bbe\u8ba1\u6a21\u5757\u63d0\u53d6<\/p>\n<p>\u5728\u6b64\u4efb\u52a1\u4e2d&#xff0c;\u5229\u7528LLM\u7684\u63a8\u7406\u6765&#xff08;i&#xff09;\u4fee\u526a\u4e0d\u76f8\u5173\u7684\u6a21\u5757\u548c&#xff08;ii&#xff09;\u4eceRTL\u5e93\u4e2d\u63d0\u53d6\u7684\u6a21\u5757\u540d\u79f0\u4e2d\u9009\u62e9\u5b89\u5168\u5173\u952e\u6a21\u5757\u3002\u4f8b\u5982&#xff0c;\u5728NEORV32 SoC\u4e2d&#xff0c;neorv32_application_imageIP\u6a21\u5757\u4e0d\u88ab\u89c6\u4e3a\u5b89\u5168\u5173\u952e\u6a21\u5757&#xff0c;\u56e0\u6b64\u5728\u6b64\u4efb\u52a1\u4e2d\u88ab\u6392\u9664&#xff0c;\u800c\u5b89\u5168\u654f\u611f\u7684neorv32_cpu_pmpIP\u6a21\u5757\u7b49\u88ab\u4fdd\u7559\u3002\u6b64\u4efb\u52a1\u5f88\u91cd\u8981&#xff0c;\u56e0\u4e3a\u5b83\u901a\u8fc7\u5728\u4e00\u5f00\u59cb\u5c31\u51cf\u5c11\u5b89\u5168\u4e0d\u76f8\u5173\u7684\u8bbe\u8ba1\u5f00\u9500&#xff0c;\u4f7f\u6d41\u7a0b\u66f4\u52a0\u8d44\u6e90\u9ad8\u6548&#xff08;\u6210\u672c\u548c\u65f6\u95f4&#xff09;\u3002<\/p>\n<p>III-A2 \u6a21\u5757\u5316\u89c4\u8303\u6458\u8981<\/p>\n<p>\u6b64\u4efb\u52a1\u5efa\u7acb\u5728\u57fa\u4e8e\u68c0\u7d22\u589e\u5f3a\u751f\u6210&#xff08;RAG&#xff09;\u7684\u4e0a\u4e0b\u6587\u5b66\u4e60\u6a21\u578b\u4e4b\u4e0a&#xff0c;\u5176\u4e2dSoC\u7ea7\u8bbe\u8ba1\u89c4\u8303\u88ab\u7528\u4f5c\u77e5\u8bc6\u6e90\u3002\u5bf9\u4e8e\u6bcf\u4e2a\u5b89\u5168\u76f8\u5173\u6a21\u5757&#xff0c;\u7528\u6237\u5f15\u5bfc\u7684\u67e5\u8be2\u901a\u8fc7LLM\u589e\u5f3a\u63d0\u793a\u4ee5\u751f\u6210\u6280\u672f\u6458\u8981&#xff0c;\u8be5\u6458\u8981\u5305\u542b\u6a21\u5757\u5185\u90e8\u4ee5\u53ca\u66f4\u5e7f\u6cdbSoC\u4e0a\u4e0b\u6587\u4e2d\u8de8\u6a21\u5757\u7684\u6240\u6709\u5b89\u5168\u76f8\u5173\u4fe1\u606f\u3002\u603b\u4f53\u800c\u8a00&#xff0c;\u8be5\u6458\u8981\u5145\u5f53\u8d44\u4ea7\u751f\u6210\u667a\u80fd\u4f53\u76f8\u5e94\u6a21\u5757\u7684\u7b80\u660e\u89c4\u8303\u8f93\u5165\u3002<\/p>\n<p>III-A3 \u6a21\u5757\u5316RTL\u89e3\u6790<\/p>\n<p>\u4e3a\u4e86\u63d0\u53d6\u8bbe\u8ba1\u5143\u7d20&#xff0c;\u6211\u4eec\u5b9e\u73b0\u4e86\u4e24\u4e2a\u57fa\u4e8eLLM\u7684\u89e3\u6790\u5668&#xff1a;\u4e00\u4e2a\u7528\u4e8eI\/O\u7aef\u53e3&#xff0c;\u53e6\u4e00\u4e2a\u7528\u4e8e\u5185\u90e8\u4fe1\u53f7\/\u5bc4\u5b58\u5668&#xff0c;\u4ee5\u53ca\u5b83\u4eec\u5728\u6a21\u5757\u7ea7\u522b\u7684\u7c7b\u578b\u548c\u529f\u80fd\u3002\u8fd9\u6837\u505a\u662f\u4e3a\u4e86\u786e\u4fddLLM\u4e0d\u4f1a\u5ffd\u7565\u4efb\u4f55\u5df2\u89e3\u6790\u7684\u8bbe\u8ba1\u5143\u7d20\u7528\u4e8e\u8d44\u4ea7\u51b3\u7b56&#xff0c;\u4ece\u800c\u51cf\u5c11\u5047\u9634\u6027\u7684\u673a\u4f1a\u3002<\/p>\n<p>III-B \u8d44\u4ea7\u751f\u6210<\/p>\n<p>\u4f7f\u7528\u6280\u672f\u6458\u8981\u548cRTL\u4f5c\u4e3a\u8f93\u5165&#xff0c;\u6211\u4eec\u91c7\u7528\u5c11\u6837\u672c\u4e0a\u4e0b\u6587\u5b66\u4e60\u8303\u5f0f\u8fdb\u884c\u8d44\u4ea7\u751f\u6210\u3002\u6211\u4eec\u5b9a\u4e49\u4e86\u786c\u4ef6\u5b89\u5168\u4e0a\u4e0b\u6587&#xff0c;\u5e76\u8f85\u4ee5\u4e0eCIA\u5b89\u5168\u76ee\u6807\u76f8\u5173\u7684\u95ee\u7b54\u3002\u4e3a\u4e86\u8fdb\u4e00\u6b65\u8bf4\u660e\u8be5\u4efb\u52a1&#xff0c;\u6211\u4eec\u63d0\u4f9b\u4e86\u51e0\u4e2a\u6848\u4f8b\u7814\u7a76&#xff0c;\u4ee5\u5e7f\u6cdb\u8ba4\u53ef\u7684\u786c\u4ef6IP\u5757\u4e3a\u7279\u8272&#xff0c;\u4f8b\u5982AES\u3001GPIO\u3001\u9ad8\u65af\u566a\u58f0\u751f\u6210\u5668&#xff0c;\u6bcf\u4e2a\u90fd\u9644\u6709\u8d44\u4ea7\u5217\u8868\u548c\u76f8\u5e94\u7684\u7406\u7531&#xff0c;\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e9b\u8bbe\u8ba1\u5143\u7d20\u662f\u5b89\u5168\u8d44\u4ea7\u800c\u5176\u4ed6\u4e0d\u662f\u3002\u901a\u8fc7\u8fd9\u79cd\u9010\u6b65\u7684\u65b9\u6cd5&#xff0c;\u7cfb\u7edf\u6027\u5730\u5f15\u5bfcLLM\u5b66\u4e60\u5e76\u8bc6\u522b\u5b89\u5168\u8d44\u4ea7\u3002<\/p>\n<p>\u5728\u6b64\u4e0a\u4e0b\u6587\u5b66\u4e60\u4e4b\u540e&#xff0c;\u901a\u8fc7\u9010\u6b65\u63a8\u7406\u548c\u9002\u5f53\u7684\u7ea6\u675f\u65b9\u6cd5&#xff0c;\u6211\u4eec\u5728\u6a21\u5757\u7ea7\u522b\u8bc6\u522b\u6982\u5ff5\u6027\u8d44\u4ea7\u3002\u7136\u540e&#xff0c;\u8fd9\u4e9b\u8d44\u4ea7\u88ab\u7cfb\u7edf\u5730\u6620\u5c04\u5230\u5b83\u4eec\u76f8\u5e94\u7684\u7ed3\u6784\u6027RTL\u5f15\u7528&#xff08;\u6e90\u81ea\u89e3\u6790\u7684\u8bbe\u8ba1\u5143\u7d20&#xff09;\u2014\u2014\u8fd9\u4e9b\u662f\u6a21\u5757\u7ea7\u522b\u7684\u4e3b\u8981\u8d44\u4ea7\u3002\u6b64\u5916&#xff0c;\u5bf9\u4e8e\u6bcf\u4e2a\u4e3b\u8981\u8d44\u4ea7&#xff0c;\u6211\u4eec\u627e\u5230\u5f71\u54cd\/\u8fdd\u53cd\u5176\u5b89\u5168\u76ee\u6807\u7684\u5185\u90e8\u4fe1\u53f7\/\u5bc4\u5b58\u5668\u2014\u2014\u8fd9\u4e9b\u88ab\u79f0\u4e3a\u6a21\u5757\u7ea7\u522b\u7684\u6b21\u8981\u8d44\u4ea7\u3002\u8d44\u4ea7\u751f\u6210\u6b65\u9aa4\u5982\u7b97\u6cd51&#xff08;\u7b2c5-6\u884c&#xff09;\u6240\u793a\u3002<\/p>\n<p>III-C \u8d44\u4ea7\u4f18\u5316<\/p>\n<p>\u5f53\u5e94\u7528\u4e8e\u5b89\u5168\u8d44\u4ea7\u8bc6\u522b\u65f6&#xff0c;LLM\u901a\u5e38\u503e\u5411\u4e8e\u5217\u51fa\u5927\u91cf\u53ef\u80fd\u7684\u5b89\u5168\u548c\u975e\u5b89\u5168\u8d44\u4ea7\u3002\u8fd9\u79cd\u503e\u5411\u867d\u7136\u5728\u6700\u5927\u5316\u8986\u76d6\u8303\u56f4\u65b9\u9762\u6709\u5e2e\u52a9&#xff0c;\u4f46\u4e5f\u53ef\u80fd\u901a\u8fc7\u5305\u542b\u51e0\u4e4e\u4e0d\u76f8\u5173\u7684\u8bbe\u8ba1\u5143\u7d20\u800c\u5f15\u5165\u5047\u9633\u6027\u3002\u51fa\u4e8e\u8fd9\u4e2a\u539f\u56e0&#xff0c;\u4e5f\u662f\u4e3a\u4e86\u56de\u7b54\u7b2cI\u8282\u4e2d\u7684RQ3&#xff0c;\u6211\u4eec\u8bbe\u8ba1\u4e86\u4e00\u4e2a\u4e25\u683c\u7684\u4e09\u9636\u6bb5\u80cc\u9760\u80cc\u4f18\u5316\u667a\u80fd\u4f53&#xff0c;\u4ee5\u8fc7\u6ee4\u6389\u5047\u9633\u6027\u5e76\u9a8c\u8bc1\u5269\u4f59\u7ed3\u679c&#xff0c;\u786e\u4fdd\u6a21\u5757\u7ea7\u522b\u7684\u6700\u7ec8\u8d44\u4ea7\u5217\u8868\u5f97\u5230\u51c6\u786e\u8bc1\u5b9e\u3002\u4f18\u5316\u667a\u80fd\u4f53\u5305\u62ec\u4ee5\u4e0b\u9636\u6bb5&#xff0c;\u5982\u7b97\u6cd51&#xff08;\u7b2c7-17\u884c&#xff09;\u6240\u793a&#xff1a;<\/p>\n<p>III-C1 \u653b\u51fb\u573a\u666f\u5206\u6790<\/p>\n<p>\u6211\u4eec\u8bc4\u4f30\u6bcf\u4e2a\u5019\u9009\u4e3b\u8981\u8d44\u4ea7\u5bf9\u4e03\u79cd\u786c\u4ef6\u653b\u51fb\u7c7b\u522b\u7684\u654f\u611f\u6027&#xff1a;\u4fa7\u4fe1\u9053\u3001\u6545\u969c\u6ce8\u5165\u3001\u5b89\u5168\u5230\u975e\u5b89\u5168\u4fe1\u606f\u6cc4\u6f0f\u3001\u672a\u7ecf\u6388\u6743\u7684\u8bbf\u95ee\u3001\u6743\u9650\u63d0\u5347\u3001\u786c\u4ef6\u6728\u9a6c\u548c\u62d2\u7edd\u670d\u52a1\u3002\u4f7f\u7528\u4e0a\u4e0b\u6587\u8bad\u7ec3&#xff0c;LLM\u4e3a\u6bcf\u4e2a\u8d44\u4ea7\u751f\u6210 plausible \u653b\u51fb\u573a\u666f\u7684\u9ad8\u7ea7\u62bd\u8c61&#xff1b;\u6ca1\u6709\u6b64\u7c7b\u573a\u666f\u7684\u8d44\u4ea7\u88ab\u6392\u9664\u3002\u6b64\u5206\u6790\u5411\u9a8c\u8bc1\u4e13\u5bb6\u8bc1\u660e\u4e86\u8d44\u4ea7\u5305\u542b\u7684\u7406\u7531&#xff0c;\u5e76\u4e14\u901a\u8fc7LLM\u7684\u96f6\u6837\u672c\u63a8\u7406\u80fd\u529b&#xff0c;\u8d85\u8d8a\u4e86\u6a21\u5757\u8fb9\u754c\u4ee5\u6355\u83b7\u7cfb\u7edf\u8303\u56f4\u7684\u5b89\u5168\u5f71\u54cd\u3002<\/p>\n<p>III-C2 CWE\u6620\u5c04<\/p>\n<p>\u4e3a\u4e86\u4e3a\u751f\u6210\u7684\u8d44\u4ea7\u63d0\u4f9b\u989d\u5916\u7684\u4e0a\u4e0b\u6587\u5e76\u8fdb\u4e00\u6b65\u4f18\u5316\u8d44\u4ea7&#xff0c;\u6211\u4eec\u5206\u6790MITRE\u6570\u636e\u5e93\u4e2d\u7684CWE\u662f\u5426\u53ef\u4ee5\u6620\u5c04\u5230\u6bcf\u4e2a\u4e3b\u8981\u8d44\u4ea7\u4ee5\u53ca\u6620\u5c04\u7684\u7a0b\u5ea6 [b6]\u3002\u9274\u4e8e\u6570\u636e\u5e93\u7684\u89c4\u6a21\u5e9e\u5927&#xff0c;\u5206\u6790\u88ab\u6784\u9020\u4e3a\u4e00\u6b21\u68c0\u67e5\u6bcf\u4e2a\u5b89\u5168\u76ee\u6807\u4e0b\u7684CWE&#xff0c;\u786e\u4fdd\u6ca1\u6709CWE\u88ab\u9057\u6f0f\u3002\u6b64\u5916&#xff0c;\u6211\u4eec\u53ea\u5173\u6ce8\u6570\u636e\u5e93\u4e2d\u4e0e\u5b89\u5168\u8d44\u4ea7\u76f8\u5173\u7684\u4fe1\u606f&#xff0c;\u4ee5\u9632\u6b62LLM\u5728CWE\u6620\u5c04\u8fc7\u7a0b\u4e2d\u88ab\u65e0\u5173\u4fe1\u606f\u6df9\u6ca1\u3002\u4e25\u683c\u7684\u6620\u5c04\u786e\u4fdd\u53ea\u6709\u7edd\u5bf9\u5173\u952e\u7684CWE&#xff08;\u5982\u679c\u6709&#xff09;\u88ab\u6620\u5c04\u5230\u6bcf\u4e2a\u8d44\u4ea7\u3002\u6700\u540e&#xff0c;\u6ca1\u6709\u53ef\u6620\u5c04CWE\u7684\u8d44\u4ea7\u88ab\u79fb\u9664\u3002<\/p>\n<p>III-C3 \u81ea\u6211\u6279\u5224\u4fee\u8ba2<\/p>\n<p>\u5230\u76ee\u524d\u4e3a\u6b62\u5728\u6a21\u5757\u7ea7\u522b\u751f\u6210\u7684\u8d44\u4ea7\u6ce8\u89e3\u53d7\u5230\u81ea\u6211\u6279\u5224\u63d0\u793a\u7684\u6311\u6218\u5e76\u8fdb\u4e00\u6b65\u4fee\u8ba2\u3002\u518d\u6b21\u4f7f\u7528\u8f93\u5165\u8d44\u6e90&#xff0c;\u6211\u4eec\u91cd\u65b0\u68c0\u67e5\u8d44\u4ea7\u76f8\u5173\u6027\u3001RTL\u5f15\u7528\u3001\u5b89\u5168\u76ee\u6807\u6b63\u786e\u6027\u3001\u653b\u51fb\u573a\u666f\u8fde\u8d2f\u6027\u548cCWE\u9002\u5f53\u6027&#xff0c;\u4ece\u800c\u63d0\u9ad8\u4e86\u51c6\u786e\u6027\u548c\u53ef\u9760\u6027\u3002<\/p>\n<p>III-C4 \u6b21\u8981\u8d44\u4ea7\u7684\u5f71\u54cd\u5ea6&#xff08;DoI&#xff09;\u8ba1\u7b97<\/p>\n<p>\u5728\u679a\u4e3e\u6a21\u5757\u7ea7\u522b\u7684\u8d44\u4ea7\u4e4b\u540e&#xff0c;\u6211\u4eec\u8bc4\u4f30\u8fd9\u4e9b\u8d44\u4ea7\u5728\u8bbe\u8ba1\u5185\u5982\u4f55\u76f8\u4e92\u5f71\u54cd\u3002\u7531\u4e8e\u6a21\u5757\u8d44\u4ea7\u8de8\u8fb9\u754c\u4ea4\u4e92&#xff0c;\u5b83\u4eec\u7684\u76f8\u4e92\u4f9d\u8d56\u6027\u51b3\u5b9a\u4e86\u672c\u5730\u6f0f\u6d1e\u5982\u4f55\u5347\u7ea7\u4e3a\u66f4\u5e7f\u6cdb\u7684\u7cfb\u7edf\u98ce\u9669\u3002RTL\u5206\u6790\u7528\u4e8e\u63d0\u53d6\u5b89\u5168\u5173\u952e\u6a21\u5757\u4e4b\u95f4\u7684\u5c42\u6b21\u94fe\u63a5\u3002\u6cbf\u7740\u6bcf\u6761\u8def\u5f84&#xff0c;\u6700\u6613\u88ab\u7be1\u6539\u7684\u8d44\u4ea7\u88ab\u6307\u5b9a\u4e3a\u4e3b\u8981\u8d44\u4ea7&#xff0c;\u800c\u5176\u4f59\u8d44\u4ea7\u88ab\u89c6\u4e3a\u6b21\u8981\u8d44\u4ea7\u3002\u7136\u540e\u5206\u6790\u6bd4\u7279\u7ea7RTL\u8fde\u901a\u6027\u4ee5\u91cf\u5316\u4e3b\u8981\u8d44\u4ea7\u548c\u6b21\u8981\u8d44\u4ea7\u4e4b\u95f4\u7684\u5173\u7cfb&#xff0c;\u5e76\u5c06\u5f71\u54cd\u6cbf\u6bcf\u6761\u8def\u5f84\u4e58\u6027\u5730\u56de\u6eaf\u4ee5\u5f97\u51fa\u6bcf\u4e2a\u6b21\u8981\u8d44\u4ea7\u7684\u6700\u7ec8DoI\u5ea6\u91cf\u3002<\/p>\n<p>DoI &#061; &#xff08;\u8fde\u63a5\u5230\u4e3b\u8981\u8d44\u4ea7\u7684\u6b21\u8981\u8d44\u4ea7\u7684\u6bd4\u7279\u6570 \/ \u4e3b\u8981\u8d44\u4ea7\u7684\u603b\u6bd4\u7279\u6570&#xff09; \u00d7 100%\u200b (1)<\/p>\n<p>\u6211\u4eec\u5c06DoI\u8ba1\u7b97\u4e3a\u4e00\u4e2a\u7ecf\u9a8c\u5ea6\u91cf&#xff0c;\u4ee5\u91cf\u5316\u5df2\u8bc6\u522b\u6b21\u8981\u8d44\u4ea7\u7684&#034;\u786c\u5ea6&#034;&#xff0c;\u8fd9\u4e5f\u53ef\u4ee5\u6307\u5bfc\u8be5\u8303\u56f4\u5185\u7684\u540e\u7eed\u7814\u7a76\u3002<\/p>\n<p>\u7b97\u6cd51 LAsset\u6846\u67b6<\/p>\n<p>&#xff08;\u6b64\u5904\u4fdd\u7559\u7b97\u6cd5\u4f2a\u4ee3\u7801\u7684\u683c\u5f0f&#xff0c;\u4f46\u5185\u5bb9\u4e3a\u4e0a\u8ff0\u63cf\u8ff0\u7684\u603b\u7ed3&#xff0c;\u975e\u76f4\u63a5\u9010\u884c\u7ffb\u8bd1&#xff09;<\/p>\n<li>\n<p>\u8f93\u5165&#xff1a;\u8bbe\u8ba1\u89c4\u8303 S&#xff1b;RTL \u5e93 R &#061; {m1, m2, m3, \u2026}&#xff1b;CWE\u6570\u636e\u5e93 DBASEcwe\u3002<\/p>\n<\/li>\n<li>\n<p>\u51fd\u6570\u5e93&#xff1a;SpecRAG, SecAsset, UnrollAsset, ICLasset, ICLattack\u3002<\/p>\n<\/li>\n<li>\n<p>\u63d0\u793a\u5e93&#xff1a;LLMparse, LLMasset, LLMattack, LLMcwe, LLMref\u3002<\/p>\n<\/li>\n<li>\n<p>\u6b65\u9aa41&#xff1a;\u6a21\u5757\u8d44\u4ea7\u8bc6\u522b&#xff1a;\u5bf9\u4e8eR\u5e93\u4e2d\u7684\u6bcf\u4e2a\u6a21\u5757m&#xff1a;<\/p>\n<p>a. \u8f93\u5165\u9884\u5904\u7406&#xff1a;\u4f7f\u7528SpecRAG\u751f\u6210\u6a21\u5757\u89c4\u8303\u6458\u8981 Sm&#xff0c;\u4f7f\u7528LLMparse\u89e3\u6790\u6a21\u5757RTL\u5f97\u5230\u7aef\u53e3 Prmm \u548c\u5185\u90e8\u4fe1\u53f7 Secm\u3002<\/p>\n<p>b. \u8d44\u4ea7\u751f\u6210&#xff1a;\u4f7f\u7528LLMasset&#xff08;\u7ed3\u5408ICLasset&#xff09;\u751f\u6210\u6a21\u5757m\u7684\u521d\u59cb\u8d44\u4ea7\u5217\u8868 Assetm\u3002\u7136\u540e\u4f7f\u7528SecAsset\u51fd\u6570\u6269\u5c55\u8d44\u4ea7\u4fe1\u606f&#xff0c;\u5f97\u5230 Exp_Assetm\u3002<\/p>\n<p>c. \u8d44\u4ea7\u4f18\u5316&#xff1a;<\/p>\n<p>i. \u4f7f\u7528LLMattack&#xff08;\u7ed3\u5408ICLattack&#xff09;\u8fdb\u884c\u653b\u51fb\u573a\u666f\u5206\u6790&#xff0c;\u5f97\u5230 Ref_Asset-1m\u3002<\/p>\n<p>ii. \u4f7f\u7528LLMcwe \u8fdb\u884cCWE\u6620\u5c04&#xff0c;\u5f97\u5230 Ref_Asset-2m\u3002<\/p>\n<p>iii. \u4f7f\u7528LLMref \u8fdb\u884c\u81ea\u6211\u6279\u5224\u4fee\u8ba2&#xff0c;\u5f97\u5230\u6a21\u5757m\u7684\u6700\u7ec8\u4f18\u5316\u8d44\u4ea7\u5217\u8868 Ref_Assetm\u3002<\/p>\n<\/li>\n<li>\n<p>\u6b65\u9aa42&#xff1a;DoI\u8ba1\u7b97&#xff1a;\u5bf9\u4e8e\u8bbe\u8ba1\u4e2d\u7684\u6bcf\u6761\u5c42\u6b21\u8def\u5f84h&#xff1a;<\/p>\n<p>a. \u5c55\u5f00\u8def\u5f84h\u4e0a\u5173\u8054\u6a21\u5757\u7684\u8d44\u4ea7\u5217\u8868 &#x1d49c;h,g\u3002<\/p>\n<p>b. \u6839\u636e\u516c\u5f0f&#xff08;1&#xff09;\u8ba1\u7b97\u8be5\u8def\u5f84\u4e0a\u6bcf\u4e2a\u6b21\u8981\u8d44\u4ea7\u7684\u5f71\u54cd\u5ea6 DoIsec_asset h\u3002<\/p>\n<\/li>\n<li>\n<p>\u8f93\u51fa&#xff1a;\u6240\u6709\u6a21\u5757\u7684\u4f18\u5316\u8d44\u4ea7\u7ec4 Assetg \u548c \u6240\u6709\u6b21\u8981\u8d44\u4ea7\u7684\u5f71\u54cd\u5ea6\u5217\u8868 DOI\u3002<\/p>\n<\/li>\n<hr \/>\n<p>IV \u5b9e\u9a8c\u7ed3\u679c\u4e0e\u8bc4\u4f30<\/p>\n<p>\u6211\u4eec\u5728NEORV32 RISC-V SoC\u548c\u51e0\u4e2a\u786c\u4ef6IP\u5757\u4e0a\u8fdb\u884c\u4e86\u6848\u4f8b\u7814\u7a76&#xff0c;\u5728\u4e24\u79cd\u914d\u7f6e\u4e0b\u8fdb\u884c&#xff0c;\u4ee5\u8bc1\u660eLAsset\u5de5\u4f5c\u6d41\u5728\u8de8\u4e0d\u540c\u67b6\u6784\u8bc6\u522b\u5b89\u5168\u8d44\u4ea7\u65b9\u9762\u7684\u6709\u6548\u6027\u548c\u901a\u7528\u6027\u3002\u7ed3\u679c\u53ef\u5728\u7ebf\u83b7\u53d6\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260129020522-697ac062ee1de.png\" \/><\/p>\n<p>\u56fe5&#xff1a;LAsset\u4e3aNEORV32\u5904\u7406\u5668\u8f93\u51fa\u7684\u7247\u6bb5&#xff08;\u89c4\u8303 &#043; RTL\u65b9\u6cd5&#xff09;<\/p>\n<p>LAsset\u91c7\u7528OpenAI\u7684GPT-5\u6a21\u578b\u8fdb\u884c\u57fa\u4e8e\u4e0a\u4e0b\u6587\u5b66\u4e60\u7684\u8d44\u4ea7\u8bc6\u522b\u3002\u5728\u6a21\u5757\u5316\u89c4\u8303\u751f\u6210\u4efb\u52a1\u4e2d&#xff0c;\u68c0\u7d22\u4f7f\u75281000\u4e2a\u5b57\u7b26\u7684\u5757\u548c200\u4e2a\u5b57\u7b26\u7684\u91cd\u53e0\u6765\u4fdd\u7559\u4e0a\u4e0b\u6587\u3002\u5d4c\u5165\u4f7f\u7528OpenAI\u7684text-embedding-ada-002\u6a21\u578b\u751f\u6210&#xff0c;\u5e76\u4f7f\u7528FAISS\u8fdb\u884c\u76f8\u4f3c\u6027\u641c\u7d22&#xff0c;\u4ee5\u68c0\u7d22\u6bcf\u4e2a\u67e5\u8be2\u7684\u524d20\u4e2a\u76f8\u5173\u5757\u3002<\/p>\n<p>IV-A SoC&#xff1a;NEORV32 RISC-V \u5904\u7406\u5668<\/p>\n<p>\u5bf9\u4e8eSoC\u6848\u4f8b\u7814\u7a76&#xff0c;\u6211\u4eec\u9009\u62e9NEORV32 RISC-V\u5904\u7406\u5668\u6765\u8bc4\u4f30LAsset\u6846\u67b6\u3002<\/p>\n<p>\u5728\u5b8c\u6574\u7684LAsset\u8fd0\u884c\u4e4b\u540e&#xff0c;\u5728NEORV IP\u4e2d\u8bc6\u522b\u51fa\u8d44\u4ea7&#xff0c;\u5e76\u4e14\u5b83\u4eec\u7684\u4e92\u8fde\u4ea7\u751f\u4e86\u6b21\u8981\u8d44\u4ea7\u5bf9\u5176\u4e3b\u8981\u5bf9\u5e94\u8d44\u4ea7\u7684\u5f71\u54cd\u5ea6&#xff08;DoI&#xff09;\u3002\u4f8b\u5982&#xff0c;\u4e3b\u8981\u8d44\u4ea7neorv32_cpu\u4e2d\u7684csr_rdata\u8fde\u63a5\u5230\u51e0\u4e2a\u6b21\u8981\u8d44\u4ea7&#xff0c;\u5305\u62ecneorv32_cpu_cp_fpu\u4e2d\u7684csr_we_i\u3002\u8be5\u8d44\u4ea7\u4ec5\u63a7\u523632\u4e2aFPU CSR\u4f4d\u4e2d\u76848\u4f4d&#xff08;csr_fflags[4:0], csr_frm[2:0]&#xff09;&#xff0c;\u7ed9\u51fa 8\/32 &#061; 25%\u3002\u7531\u4e8ecsr_o\u5b8c\u5168\u6620\u5c04\u5230csr_rdata&#xff0c;\u603b\u4f53\u5f71\u54cd\u5ea6\u4fdd\u6301\u4e3a25%\u3002\u76f8\u5173\u7684\u5a01\u80c1\u5305\u62ec\u6545\u969c\u6ce8\u5165\u3001\u672a\u7ecf\u6388\u6743\u8bbf\u95ee\u548c\u786c\u4ef6\u6728\u9a6c&#xff08;CWE-1262, CWE-1247&#xff09;\u3002<\/p>\n<p>\u4e3a\u4e86\u9a8c\u8bc1\u8f93\u51fa&#xff0c;\u6211\u4eec\u57fa\u4e8e\u5bf9\u786c\u4ef6\u5b89\u5168\u4fdd\u8bc1\u7684\u4e86\u89e3&#xff0c;\u4e3a\u6bcf\u4e2aNEORV32 IP\u624b\u52a8\u521b\u5efa\u4e86\u4e00\u4e2a\u5b89\u5168\u8d44\u4ea7\u53c2\u8003\u5217\u8868\u3002\u6211\u4eec\u8fdb\u4e00\u6b65\u4f7f\u7528\u4e3b\u6d41\u7684LLM\u804a\u5929\u673a\u5668\u4eba&#xff08;\u5373GPT\u3001Gemini\u548cGrok&#xff09;\u4ea4\u53c9\u9a8c\u8bc1\u624b\u52a8\u6807\u6ce8\u7684\u8d44\u4ea7\u3002\u8fd9\u6837\u505a\u662f\u4e3a\u4e86\u8bc4\u4f30\u624b\u52a8\u6807\u6ce8\u76f8\u5bf9\u4e8e\u771f\u5b9e\u60c5\u51b5\u7684\u53ef\u9760\u6027&#xff0c;\u540c\u65f6\u5f15\u5165\u4e86\u4e00\u4e2a\u8d85\u51fa\u53ef\u80fd\u51fa\u9519\u7684\u4eba\u5de5\u8bc4\u5ba1\u7684\u989d\u5916\u8bc4\u4f30\u7ef4\u5ea6\u3002\u6211\u4eec\u5c06\u8fd9\u4e9b\u624b\u52a8\u6807\u6ce8\u4e0eLAsset\u7684\u54cd\u5e94\u8fdb\u884c\u6bd4\u8f83&#xff0c;\u5176\u6458\u8981\u5982\u8868III\u6240\u793a\u3002\u7531\u4e8eLAsset\u57fa\u4e8e\u5df2\u9a8c\u8bc1\u7684\u4e3b\u8981\u548c\u6b21\u8981\u8d44\u4ea7\u4e4b\u95f4\u7684\u5173\u7cfb\u786e\u5b9a\u6027\u8ba1\u7b97DoI&#xff0c;\u56e0\u6b64\u6211\u4eec\u6ca1\u6709\u4e3a\u6b64\u6267\u884c\u5355\u72ec\u7684\u9a8c\u8bc1\u3002<\/p>\n<p>IV-B IP&#xff1a;OpenTitan \u548c OpenCores IPs<\/p>\n<p>\u4e3a\u4e86\u5728IP\u7ea7\u522b\u9a8c\u8bc1LAsset\u7684\u5b89\u5168\u8d44\u4ea7\u8bc6\u522b\u80fd\u529b&#xff0c;\u6211\u4eec\u4eceOpenTitan [b9]\u3001OpenCores [b10] \u548c\u5176\u4ed6\u4ee3\u7801\u5e93\u4e2d\u603b\u5171\u9009\u62e9\u4e8621\u4e2a\u5f00\u6e90\u52a0\u5bc6IP\u3001\u63a5\u53e3-GPIO IP\u548c\u63a5\u53e3-\u5916\u8bbeIP\u3002\u8868II\u663e\u793a\u4e86128\u4f4dAES\u67b6\u6784\u7684\u5168\u9762\u4e3b\u8981-\u6b21\u8981\u5206\u7c7b\u8d44\u4ea7\u5217\u8868\u3002\u6211\u4eec\u5c06\u6211\u4eec\u7684\u8d44\u4ea7\u8f93\u51fa\u4e0eNath\u7b49\u4eba [nath2025toward] \u7684\u8f93\u51fa\u8fdb\u884c\u4e86\u6bd4\u8f83&#xff0c;\u5982\u8868III\u6240\u793a&#xff0c;\u56e0\u4e3a\u4ed6\u4eec\u7684\u5de5\u5177\u751f\u6210\u7684\u4e3b\u8981\u8d44\u4ea7\u5217\u8868\u548c\u76f8\u540cIP\u7684\u57fa\u51c6\u6570\u636e\u96c6\u90fd\u662f\u516c\u5f00\u7684 [b11]\u3002<\/p>\n<p>\u8868I&#xff1a;\u8de8IP\u4ee3\u7801\u5e93\u7684\u89c4\u8303&#043;RTL\u65b9\u6cd5\u4e0e\u4ec5RTL\u65b9\u6cd5\u7684\u8d44\u4ea7\u6458\u8981\u6bd4\u8f83<\/p>\n<p>&#xff08;\u6b64\u8868\u5305\u542b\u5927\u91cf\u6570\u636e&#xff0c;\u7ffb\u8bd1\u683c\u5f0f\u590d\u6742&#xff0c;\u6b64\u5904\u7701\u7565\u5177\u4f53\u6570\u5b57\u7684\u9010\u9879\u7ffb\u8bd1&#xff0c;\u4fdd\u7559\u8868\u5934\u8bf4\u660e&#xff09;<\/p>\n<table>\n<tr>\n<p>\u4ee3\u7801\u5e93<\/p>\n<p>IP<\/p>\n<p>\u53c2\u8003\u8d44\u4ea7\u5217\u8868<\/p>\n<p>\u603b\u8bbe\u8ba1\u5143\u7d20<\/p>\n<p>\u89c4\u8303&#043;RTL\u65b9\u6cd5 -&gt; \u521d\u59cb\u8d44\u4ea7\u6570 \/ \u4f18\u5316\u540e\u8d44\u4ea7\u6570 \/ \u771f\u6b63\u4f8b \/ \u5047\u53cd\u4f8b \/ \u5047\u6b63\u4f8b<\/p>\n<p>\u4ec5RTL\u65b9\u6cd5 -&gt; \u521d\u59cb\u8d44\u4ea7\u6570 \/ \u4f18\u5316\u540e\u8d44\u4ea7\u6570 \/ \u771f\u6b63\u4f8b \/ \u5047\u53cd\u4f8b \/ \u5047\u6b63\u4f8b<\/p>\n<\/tr>\n<tbody>\n<tr>\n<td>\n<p>OpenTitan<\/p>\n<\/td>\n<td>\n<p>hmac, keymgr, &#8230;<\/p>\n<\/td>\n<td>\n<p>&#8230;<\/p>\n<\/td>\n<td>\n<p>&#8230;<\/p>\n<\/td>\n<td>\n<p>&#8230;<\/p>\n<\/td>\n<td>\n<p>&#8230;<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p>OpenCores<\/p>\n<\/td>\n<td>\n<p>sha3, simple_gpio, &#8230;<\/p>\n<\/td>\n<td>\n<p>&#8230;<\/p>\n<\/td>\n<td>\n<p>&#8230;<\/p>\n<\/td>\n<td>\n<p>&#8230;<\/p>\n<\/td>\n<td>\n<p>&#8230;<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p>NEORV32<\/p>\n<\/td>\n<td>\n<p>CPU, PMP, &#8230;<\/p>\n<\/td>\n<td>\n<p>&#8230;<\/p>\n<\/td>\n<td>\n<p>&#8230;<\/p>\n<\/td>\n<td>\n<p>&#8230;<\/p>\n<\/td>\n<td>\n<p>&#8230;<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p>\u603b\u8ba1\u200b<\/p>\n<\/td>\n<td>\u00a0<\/td>\n<td>\n<p>133\u200b<\/p>\n<\/td>\n<td>\n<p>1595\u200b<\/p>\n<\/td>\n<td>\n<p>177 \/ 157 \/ 121 \/ 12 \/ 35\u200b<\/p>\n<\/td>\n<td>\n<p>163 \/ 150 \/ 112 \/ 21 \/ 37\u200b<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8868II&#xff1a;AES-128\u8bbe\u8ba1\u7684\u5b89\u5168\u8d44\u4ea7<\/p>\n<p>&#xff08;\u6b64\u8868\u5c55\u793a\u4e86\u8d44\u4ea7\u5206\u7c7b\u548cCWE\u6620\u5c04\u7684\u8be6\u7ec6\u793a\u4f8b&#xff0c;\u683c\u5f0f\u590d\u6742&#xff0c;\u6b64\u5904\u7701\u7565\u5177\u4f53\u6761\u76ee\u7ffb\u8bd1&#xff0c;\u4fdd\u7559\u7ed3\u6784\u8bf4\u660e&#xff09;<\/p>\n<table>\n<tr>\n<p>\u4e3b\u8981\u8d44\u4ea7<\/p>\n<p>\u5b89\u5168\u76ee\u6807<\/p>\n<p>\u6b21\u8981\u8d44\u4ea7&#xff08;\u8bbe\u8ba1\u6a21\u5757&#xff09;<\/p>\n<p>CWE-ID<\/p>\n<\/tr>\n<tbody>\n<tr>\n<td>\n<p>\u6982\u5ff5\u6027\u8d44\u4ea7\u200b<\/p>\n<\/td>\n<td>\u00a0<\/td>\n<td>\n<p>\u7ed3\u6784\u6027\u8d44\u4ea7\u200b<\/p>\n<\/td>\n<td>\u00a0<\/td>\n<\/tr>\n<tr>\n<td>\n<p>\u5bc6\u94a5\u6269\u5c55\u903b\u8f91\u8f93\u51fa<\/p>\n<\/td>\n<td>\n<p>\u673a\u5bc6\u6027<\/p>\n<\/td>\n<td>\n<p>out-1 (expand-key-128) &#8230;<\/p>\n<\/td>\n<td>\n<p>1300, 1191, &#8230;<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p>\u6700\u7ec8\u52a0\u5bc6\u8f93\u51fa<\/p>\n<\/td>\n<td>\n<p>\u53ef\u7528\u6027<\/p>\n<\/td>\n<td>\n<p>state-out (one-round) &#8230;<\/p>\n<\/td>\n<td>\n<p>1247, 1261, &#8230;<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p>\u521d\u59cb\u6570\u636e\u5904\u7406\u72b6\u6001<\/p>\n<\/td>\n<td>\n<p>\u673a\u5bc6\u6027<\/p>\n<\/td>\n<td>\n<p>state-in (one-round) &#8230;<\/p>\n<\/td>\n<td>\n<p>1300, 1247, &#8230;<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>IV-C \u6027\u80fd\u6bd4\u8f83\u4e0e\u5206\u6790<\/p>\n<p>\u5728\u672c\u5c0f\u8282\u4e2d&#xff0c;\u6211\u4eec\u6bd4\u8f83\u4e86LAsset\u7684\u6027\u80fd&#xff0c;\u5982\u56fe6\u6240\u793a&#xff0c;\u4ee5\u8bc4\u4f30\u5176\u662f\u5426\u7b26\u5408\u9884\u671f\u884c\u4e3a&#xff0c;\u5e76\u5206\u6790\u4efb\u4f55\u89c2\u5bdf\u5230\u7684\u5dee\u5f02\u7684\u6839\u672c\u539f\u56e0\u3002\u901a\u8fc7\u6bd4\u8f83\u8d44\u4ea7\u8f93\u51fa\u4e0e\u53c2\u8003\u5217\u8868\u83b7\u5f97\u7684\u8be6\u7ec6\u3001\u6309IP\u5206\u7c7b\u7684\u7ed3\u679c\u603b\u7ed3\u5728\u8868I\u4e2d\u5448\u73b0\u3002<\/p>\n<p>IV-C1 SoC\u7ea7\u522b<\/p>\n<p>\u4ece\u8868III\u4e2d&#xff0c;\u6211\u4eec\u53d1\u73b0\u89c4\u8303 &#043; RTL\u65b9\u6cd5\u5728SoC\u7ea7\u522b\u4ea7\u751f\u7684\u7ed3\u679c\u4f18\u4e8e\u4ec5RTL\u65b9\u6cd5\u3002\u8fd9\u8868\u660eRTL\u662f\u4e3b\u8981\u8d21\u732e\u8d44\u6e90&#xff0c;\u56e0\u4e3aRTL\u660e\u786e\u6620\u5c04\u4e86\u6240\u6709\u5fc5\u8981\u7684\u8bbe\u8ba1\u7ec4\u4ef6\u53ca\u5176\u529f\u80fd&#xff0c;LLM\u53ef\u4ee5\u6709\u6548\u5730\u89e3\u91ca\u8fd9\u4e9b\u4fe1\u606f\u3002\u7136\u800c&#xff0c;\u89c4\u8303\u4e2d\u5bf9\u64cd\u4f5c\u884c\u4e3a\u548c\u4e92\u8fde\u6027\u7684\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u6709\u52a9\u4e8eLLM\u66f4\u597d\u5730\u7406\u89e3\u8bbe\u8ba1&#xff0c;\u6bd4\u5355\u72ec\u4f7f\u7528RTL\u66f4\u597d\u3002\u56e0\u6b64&#xff0c;\u4ece\u8fd9\u4e2a\u5206\u6790\u4e2d\u5f97\u51fa\u7684\u7ed3\u8bba\u662f&#xff0c;\u867d\u7136\u884c\u4e1a\u6807\u51c6\u89c4\u8303\u672c\u8eab\u4e0d\u8db3\u4ee5\u8bc6\u522b\u8bbe\u8ba1\u4e2d\u7684\u5b89\u5168\u8d44\u4ea7&#xff0c;\u4f46\u5b83\u53ef\u4ee5\u4f5c\u4e3aLAsset\u6846\u67b6\u7684\u8865\u5145\u56e0\u7d20\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260129020523-697ac06314e7a.png\" \/><\/p>\n<p>\u56fe6&#xff1a;SoC\u548cIP\u7ea7\u522b\u4e0aRTL &#043; Spec. \u4e0e \u4ec5RTL\u65b9\u6cd5\u7684\u56fe\u5f62\u6bd4\u8f83<\/p>\n<p>IV-C2 IP\u7ea7\u522b<\/p>\n<p>\u8868III\u663e\u793a&#xff0c;\u5728IP\u7ea7\u522b&#xff0c;\u89c4\u8303&#043;RTL\u65b9\u6cd5\u7684\u8868\u73b0\u4f18\u4e8e\u4ec5RTL\u65b9\u6cd5\u3002\u4e0eNath\u7b49\u4eba [b11] \u7684\u5de5\u4f5c\u76f8\u6bd4&#xff0c;LAsset\u5b9e\u73b0\u4e86\u66f4\u9ad8\u7684\u53ec\u56de\u738793.21%&#xff0c;\u800c\u4ed6\u4eec\u7684\u65b9\u6cd5\u4e3a83.33%\u3002\u8fd9\u4e9b\u503c\u662f\u9488\u5bf9\u4ed6\u4eec\u624b\u52a8\u5b9a\u5236\u7684\u9ec4\u91d1\u8d44\u4ea7\u5217\u8868\u6d4b\u91cf\u7684\u3002\u7136\u800c&#xff0c;\u5728\u4ed4\u7ec6\u5ba1\u67e5\u6b64\u5217\u8868\u540e&#xff0c;\u6211\u4eec\u53d1\u73b0\u7f3a\u5c11\u4e86\u8bb8\u591a\u5b9e\u9645\u8d44\u4ea7\u3002\u4f8b\u5982&#xff0c;\u5728SHA-3 IP\u5757\u7684\u60c5\u51b5\u4e0b&#xff0c;\u8f6e\u5e38\u91cfrc1\u548crc2\u5e94\u88ab\u5305\u62ec\u5728\u5185&#xff0c;\u56e0\u4e3a\u5bf9\u5b83\u4eec\u8fdb\u884c\u7be1\u6539\u4f1a\u5bfc\u81f4\u8f6c\u6362\u6b65\u9aa4\u51fa\u9519\u5e76\u7834\u574f\u7b97\u6cd5\u7684\u5b8c\u6574\u6027\u3002\u7531\u4e8eNath\u7b49\u4eba [b11] \u7684\u9ec4\u91d1\u5217\u8868\u5ffd\u7565\u4e86\u5927\u91cf\u6b64\u7c7b\u5173\u952e\u8d44\u4ea7&#xff0c;\u56e0\u6b64LAsset\u8bc6\u522b\u51fa\u7684\u90a3\u4e9b\u8d44\u4ea7\u88ab\u9519\u8bef\u5730\u6807\u8bb0\u4e3a\u5047\u9633\u6027&#xff0c;\u5373\u4f7f\u5b83\u4eec\u5fc5\u987b\u662f\u771f\u9633\u6027\u3002\u56e0\u6b64&#xff0c;\u76f4\u63a5\u6bd4\u8f83LAsset\u548cNath\u7b49\u4eba [b11] \u4e4b\u95f4\u7684\u51c6\u786e\u7387\u548cF1\u5206\u6570\u5e76\u4e0d\u662f\u4e00\u4e2a\u6709\u610f\u4e49\u7684\u8bc4\u4f30&#xff1b;\u76f8\u53cd&#xff0c;\u53ec\u56de\u7387\u63d0\u4f9b\u4e86\u66f4\u5408\u9002\u7684\u6bd4\u8f83\u6307\u6807\u3002<\/p>\n<p>\u8868III&#xff1a;SoC\u7ea7\u522b\u548cIP\u7ea7\u522b\u4e0d\u540c\u8f93\u5165\u914d\u7f6e\u7684\u6bd4\u8f83<\/p>\n<p>&#xff08;\u6b64\u8868\u5305\u542bSoC\u548cIP\u7ea7\u522b\u4e0b\u4e24\u79cd\u8f93\u5165\u914d\u7f6e\u7684\u6027\u80fd\u6570\u636e&#xff0c;\u7279\u522b\u662f\u53ec\u56de\u7387&#xff09;<\/p>\n<table>\n<tr>\n<p>\u8f93\u5165\u914d\u7f6e<\/p>\n<p>\u5b9e\u9645\u7c7b\u522b<\/p>\n<p>\u9884\u6d4b\u9633\u6027<\/p>\n<p>\u9884\u6d4b\u9634\u6027<\/p>\n<p>\u6027\u80fd\u6307\u6807<\/p>\n<\/tr>\n<tbody>\n<tr>\n<td>\n<p>SoC\u7ea7\u522b (NEORV32)\u200b<\/p>\n<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<\/tr>\n<tr>\n<td>\n<p>RTL &#043; \u89c4\u8303<\/p>\n<\/td>\n<td>\n<p>\u9633\u6027<\/p>\n<\/td>\n<td>\n<p>272<\/p>\n<\/td>\n<td>\n<p>30<\/p>\n<\/td>\n<td>\n<p>\u51c6\u786e\u7387 &#061; 93.75%\u200b<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\u00a0<\/td>\n<td>\n<p>\u9634\u6027<\/p>\n<\/td>\n<td>\n<p>59<\/p>\n<\/td>\n<td>\n<p>1029<\/p>\n<\/td>\n<td>\u00a0<\/td>\n<\/tr>\n<tr>\n<td>\n<p>\u4ec5 RTL<\/p>\n<\/td>\n<td>\n<p>\u9633\u6027<\/p>\n<\/td>\n<td>\n<p>235<\/p>\n<\/td>\n<td>\n<p>67<\/p>\n<\/td>\n<td>\n<p>\u51c6\u786e\u7387 &#061; 91.16%\u200b<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\u00a0<\/td>\n<td>\n<p>\u9634\u6027<\/p>\n<\/td>\n<td>\n<p>59<\/p>\n<\/td>\n<td>\n<p>992<\/p>\n<\/td>\n<td>\u00a0<\/td>\n<\/tr>\n<tr>\n<td>\n<p>IP\u7ea7\u522b (21\u4e2aIP)\u200b<\/p>\n<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<td>\u00a0<\/td>\n<\/tr>\n<tr>\n<td>\n<p>RTL &#043; \u89c4\u8303<\/p>\n<\/td>\n<td>\n<p>\u9633\u6027<\/p>\n<\/td>\n<td>\n<p>148<\/p>\n<\/td>\n<td>\n<p>15<\/p>\n<\/td>\n<td>\n<p>\u53ec\u56de\u7387 &#061; 93.21%\u200b<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\u00a0<\/td>\n<td>\n<p>\u9634\u6027<\/p>\n<\/td>\n<td>\n<p>50<\/p>\n<\/td>\n<td>\n<p>1735<\/p>\n<\/td>\n<td>\u00a0<\/td>\n<\/tr>\n<tr>\n<td>\n<p>\u4ec5 RTL<\/p>\n<\/td>\n<td>\n<p>\u9633\u6027<\/p>\n<\/td>\n<td>\n<p>143<\/p>\n<\/td>\n<td>\n<p>20<\/p>\n<\/td>\n<td>\n<p>\u53ec\u56de\u7387 &#061; 90.12%\u200b<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\u00a0<\/td>\n<td>\n<p>\u9634\u6027<\/p>\n<\/td>\n<td>\n<p>50<\/p>\n<\/td>\n<td>\n<p>1735<\/p>\n<\/td>\n<td>\u00a0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>IV-D \u65f6\u95f4-\u6210\u672c-\u6027\u80fd\u6bd4\u8f83<\/p>\n<p>\u5c3d\u7ba1\u672c\u6587\u5c55\u793a\u7684LAsset\u7ed3\u679c\u91c7\u7528\u4e86GPT-5\u6a21\u578b&#xff0c;\u4f46\u6211\u4eec\u8003\u8651\u4e86\u6846\u67b6\u7684\u6a21\u578b\u65e0\u5173\u884c\u4e3a\u3002\u4e3a\u6b64&#xff0c;\u6211\u4eec\u5bf9\u4e94\u4e2a\u6837\u672cIP\u5757&#xff08;\u5373AES\u3001SHA-3\u3001GPIO\u3001AXI-Adapter\u548cAHB3LITE&#xff09;\u6267\u884c\u4e86\u7aef\u5230\u7aef\u6d41\u7a0b&#xff0c;\u5e76\u6bd4\u8f83\u4e86\u4e94\u79cd\u4e0d\u540cLLM\u6a21\u578b\u5728\u53ec\u56de\u7387&#xff08;%&#xff09;\u3001\u8fd0\u884c\u65f6\u95f4\u548c\u8d27\u5e01\u6210\u672c\u8fd9\u4e09\u4e2a\u65b9\u9762\u7684\u7ed3\u679c&#xff0c;\u5982\u56fe7\u6240\u793a\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/01\/20260129020523-697ac0632a71f.png\" \/><\/p>\n<p>\u56fe7&#xff1a;LAsset\u4e0d\u540cLLM\u6a21\u578b\u7684\u6027\u80fd-\u65f6\u95f4-\u6210\u672c\u6bd4\u8f83<\/p>\n<p>\u4e3a\u4e86\u91cf\u5316\u6743\u8861&#xff0c;\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a\u6a21\u578b\u65e0\u5173\u6548\u7528&#xff08;MAU&#xff09;&#xff0c;\u5b83\u5728\u7528\u6237\u6307\u5b9a\u7684\u4f18\u5148\u7ea7\u4e0b\u805a\u5408\u5f52\u4e00\u5316\u6307\u6807&#xff1a;<\/p>\n<p>MAU &#061; \u03b1 * ( (100 &#8211; R) \/ 100 ) &#043; \u03b2 * (T \/ T_max) &#043; \u03b3 * (C \/ C_max)\u200b (2)<\/p>\n<p>\u5176\u4e2d \u03b1, \u03b2, \u03b3 \u2265 0, \u4e14 \u03b1 &#043; \u03b2 &#043; \u03b3 &#061; 1.<\/p>\n<p>\u8fd9\u91cc&#xff0c;T_max \u548c C_max \u8868\u793a\u4e00\u4e2a\u8bbe\u8ba1\u89c2\u5bdf\u5230\u7684\u6700\u5927\u65f6\u95f4\u548c\u6210\u672c&#xff1b;R\u3001T \u548c C \u5206\u522b\u8868\u793a\u76f8\u5e94LLM\u6a21\u578b\u89c2\u5bdf\u5230\u7684\u53ec\u56de\u767e\u5206\u6bd4\u3001\u65f6\u95f4\u548c\u6210\u672c&#xff1b;\u03b1\u3001\u03b2 \u548c \u03b3 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