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\uff08\u6ce8\uff1a\u672c\u5730\u9700\u63d0\u524d\u5b89\u88c5\u597dDocker\u3002\uff09<\/p>\n

\u8fd9\u6b21\u4efb\u52a1\u8f83\u4e3a\u590d\u6742\uff0cGLM-5.3\u603b\u5171\u82b1\u4e8640\u5206\u949f\u3002<\/p>\n

\u4f46\u5bf9\u4e8e\u6b64\u6b21\u4efb\u52a1\u7684\u9a8c\u6536\uff0c\u6211\u4eec\u4e0d\u80fd\u505c\u7559\u5728\u53ea\u653e\u51fa\u6765\u6700\u7ec8\u6548\u679c\uff0c\u4e14\u5f97\u4e00\u6b65\u4e00\u6b65\u9a8c\u8bc1\u3002<\/p>\n

\u9996\u5148\u5c31\u662f\u6ce8\u518c\u548c\u767b\u5f55\u6e38\u620f\uff1a<\/p>\n

\u7136\u540e\u6211\u4eec\u8fdb\u5165\u6e38\u620f\u540e\u8fdb\u884c\u64cd\u4f5c\uff0c\u70b9\u51fb\u4fdd\u5b58\u5230\u6570\u636e\u5e93\uff0c\u5e76\u9000\u51fa\u6e38\u620f\uff1b\u8981\u4fdd\u8bc1\u8fdb\u6765\u540e\u8fd8\u662f\u521a\u624d\u5b58\u6863\u7684\u8fdb\u5ea6\uff1a<\/p>\n

\u6743\u9650\u6d4b\u8bd5\u65b9\u9762\uff0c\u6211\u4eec\u9000\u51fa\u521a\u624d\u7684\u8d26\u53f7\uff0c\u518d\u91cd\u65b0\u6ce8\u518c\u4e00\u4e2a\uff1b\u8fdb\u5165\u6e38\u620f\u540e\uff0c\u6211\u4eec\u4e0d\u96be\u53d1\u73b02\u4e2a\u8d26\u53f7\u7684\u4fe1\u606f\u662f\u4e92\u76f8\u770b\u4e0d\u5230\u7684\u3002<\/p>\n

\u8fd9\u5c31\u8bc1\u660eGLM-5.3\u5df2\u7ecf\u8dd1\u901a\u4e86\u6743\u9650\u7684\u8bbe\u7f6e\uff1a<\/p>\n

\u89c6\u9891\u5730\u5740\uff1ahttps:\/\/mp.weixin.qq.com\/s\/LXLsciw8OqStAyxWnktbzg<\/p>\n

\u6700\u540e\uff0c\u4e3a\u4e86\u65b9\u4fbf\u8d77\u89c1\uff0c\u6211\u4eec\u8ba9GLM-5.3\u81ea\u5df1\u8dd1\u6d4b\u8bd5\u5e76\u8f93\u51fa\u9a8c\u6536\u62a5\u544a\uff0cPrompt\u5982\u4e0b\uff1a<\/p>\n

\u6700\u7ec8\u7684\u62a5\u544a\u7ed3\u679c\u5982\u4e0b\uff0c\u53ef\u4ee5\u770b\u5230\uff0c\u8fd9\u4e2a\u9879\u76ee\u786e\u5b9e\u662f\u628a\u524d\u7aef\u3001\u540e\u7aef\u3001\u6570\u636e\u5e93\u3001\u6743\u9650\u7b49\uff0c\u901a\u901a\u8dd1\u901a\u4e86\uff1a<\/p>\n

\u7ed3\u5408\u4e0a\u9762\u4e09\u4e2a\u5b9e\u6d4b\u6765\u770b\uff0cGLM-5.3\u5728Coding\u65b9\u9762\uff0c\u4e0d\u4ec5\u4ec5\u662f\u66f4\u4f1a\u5199\u8d28\u91cf\u66f4\u9ad8\u7684\u201c\u9875\u9762\u201d\uff0c\u73b0\u5728\uff0c\u5b83\u5df2\u7ecf\u80fd\u628a\u4e00\u4e2a\u9700\u6c42\u771f\u6b63\u4ea4\u4ed8\u6210\u8f6f\u4ef6\u3002<\/p>\n

\u65e2\u7136GLM-5.3\u5df2\u7ecf\u662f\u53ef\u4ea4\u4ed8\u7684\u751f\u4ea7\u7ea7AI\uff0c\u90a3\u4e48\u5b89\u5168\uff0c\u4e5f\u5c31\u662f\u6b64\u6b21\u667a\u8c31\u53d1\u5e03\u52a8\u4f5c\u91cc\u7684\u7b2c\u4e8c\u4e2a\u5173\u952e\u8bcd\uff0c\u4e5f\u5f97\u597d\u597d\u5b9e\u6d4b\u4e00\u756a\u3002<\/p>\n

\u7b2c\u4e00\u4e2a\u4efb\u52a1\uff0c\u4f9d\u65e7\u662f\u5c0f\u8bd5\u725b\u5200\uff0c\u627eBug\u3002<\/p>\n

\u6211\u4eec\u6d4b\u8bd5\u7528\u5230\u7684\u9879\u76ee\u53eb\u505aAegisDesk\uff0c\u5b83\u662f\u4e00\u4e2a\u771f\u5b9e\u7ed3\u6784\u7684\u5c0f\u578bNode.js Web\u5e94\u7528\uff0c\u5e76\u4e14\u63d0\u524d\u57cb\u597d\u4e86\u4e00\u7ec4\u5b89\u5168\u95ee\u9898\u3002<\/p>\n

\u4f46\u9879\u76ee\u91cc\u6ca1\u6709\u7b54\u6848\u3001\u6ca1\u6709\u6f0f\u6d1e\u6ce8\u91ca\uff0c\u4e5f\u6ca1\u6709\u544a\u8bc9\u6a21\u578b\u4e00\u5171\u6709\u591a\u5c11\u4e2aBug\u3002<\/p>\n

\u7136\u540e\u6211\u4eec\u8fd9\u6b21\u628aZCode\u7684\u6743\u9650\uff0c\u4ece\u201c\u5b8c\u5168\u8bbf\u95ee\u201d\u6539\u6210\u201c\u53d8\u66f4\u524d\u786e\u8ba4\u201d\uff0c\u5e76\u8f93\u5165Prompt\uff1a<\/p>\n

\u5927\u7ea67\u5206\u949f\u540e\uff0c\u5b83\u4ea4\u51fa\u4e86\u4e00\u4efd348\u884c\u7684\u5b89\u5168\u5ba1\u8ba1\u62a5\u544a\uff1a<\/p>\n

\u66f4\u5173\u952e\u7684\u662f\uff0c\u5bf9\u7167\u6211\u4eec\u4e8b\u5148\u57cb\u597d\u7684\u201c\u7b54\u6848\u201d\uff0c12\u7c7b\u6f0f\u6d1e\u4e00\u4e2a\u6ca1\u6f0f\u3002<\/p>\n

\u4ece\u6700\u663e\u773c\u7684\u660e\u6587\u5bc6\u7801\u3001Stored XSS\uff0c\u5230\u85cf\u5f97\u66f4\u6df1\u7684Mass Assignment\u63d0\u6743\u3001\u8de8\u7528\u6237IDOR\u3001\u8def\u5f84\u7a7f\u8d8a\uff0c\u518d\u5230\u4e00\u6761\u9700\u8981\u987a\u7740req.body\u2192\u7528\u6237\u5bf9\u8c61\u2192Session role\u4e00\u8def\u8ffd\u4e0b\u53bb\u7684\u6743\u9650\u94fe\uff0c\u5b83\u57fa\u672c\u90fd\u7ffb\u4e86\u51fa\u6765\u3002<\/p>\n

\u751a\u81f3\u4e09\u4e2a\u6563\u843d\u5728\u4e0d\u540c\u8def\u7531\u91cc\u7684IDOR\uff0c\u5b83\u4e5f\u6ca1\u4e3a\u4e86\u5237\u6570\u91cf\u62c6\u6210\u4e09\u4e2aBug\uff0c\u800c\u662f\u8bc6\u522b\u51fa\u5171\u540c\u6839\u56e0\uff0c\u5408\u5e76\u6210\u4e00\u4e2aFinding\u3002<\/p>\n

\u4e0d\u8fc75.3\u4e5f\u5e76\u975e\u5b8c\u5168\u96f6\u5931\u8bef\u3002\u4e00\u5904CSRF\u98ce\u9669\u867d\u7136\u5224\u65ad\u65b9\u5411\u6b63\u786e\uff0c\u4f46\u771f\u6b63\u80fd\u5426\u5b8c\u6210\u8de8\u7ad9\u653b\u51fb\u4ecd\u4f9d\u8d56\u6d4f\u89c8\u5668Cookie\u884c\u4e3a\uff0c\u5b83\u81ea\u5df1\u5728\u62a5\u544a\u672b\u5c3e\u4e5f\u610f\u8bc6\u5230\u4e86\u8fd9\u4e00\u70b9\uff0c\u524d\u9762\u5374\u4f9d\u65e7\u6253\u4e0a\u4e86CONFIRMED\u3002<\/p>\n

\u627e\u5b8cBug\uff0c\u6211\u4eec\u7ee7\u7eed\u770b\u770bGLM-5.3\u4feeBug\u7684\u80fd\u529b\u3002<\/p>\n

\u8fd9\u6b21\u4efb\u52a1\u76f4\u63a5\u628aGLM-5.3\u521a\u521a\u751f\u6210\u7684\u5ba1\u8ba1\u62a5\u544a\u53c8\u585e\u4e86\u56de\u53bb\uff08\u65e2\u7136\u8fd912\u4e2a\u6d1e\u90fd\u662f\u4f60\u81ea\u5df1\u627e\u7684\uff0c\u90a3\u4f60\u81ea\u5df1\u8865[\u770b]\uff09\u3002<\/p>\n

\u4f46\u662f\u4f1a\u5907\u4efd\u65b0\u6587\u4ef6\u5939\u5e76\u5728ZCode\u91cc\u65b0\u5efa\u9879\u76ee\u8fdb\u884c\uff1b\u540c\u6837\u7684\uff0c\u5728\u8f93\u5165Prompt\u540e\uff0cGLM-5.3\u5c31\u5f00\u59cb\u5e72\u6d3b\u4e86\uff1a<\/p>\n

9\u520620\u79d2\u540e\uff0c\u9879\u76ee\u91cc22\u4e2a\u6587\u4ef6\u53d1\u751f\u53d8\u5316\uff0c\u65b0\u589e1463\u884c\u4ee3\u7801\uff1a<\/p>\n

\u8fd9\u4e00\u6b21\u5b83\u6ca1\u6709\u7b80\u5355\u628a\u5371\u9669\u529f\u80fd\u5220\u6389\u3002\u8def\u5f84\u7a7f\u8d8a\u52a0\u4e0a\u76ee\u5f55\u8fb9\u754c\u6821\u9a8c\uff0cIDOR\u628aownerId\u771f\u6b63\u538b\u8fdb\u6570\u636e\u67e5\u8be2\uff0cStored XSS\u4fee\u5728\u8f93\u51faSink\uff0c\u660e\u6587\u5bc6\u7801\u5219\u8fc1\u79fb\u5230\u4e86\u5e26Salt\u7684scrypt\u3002<\/p>\n

\u66f4\u5173\u952e\u7684\u662f\uff0c\u5b83\u7ed9\u8fd9\u4e9b\u6f0f\u6d1e\u81ea\u5df1\u8865\u51fa\u4e86\u4e00\u5957\u56de\u5f52\u6d4b\u8bd5\u3002\u6700\u7ec8ZCode\u663e\u793a54\/54\u901a\u8fc7\u3002<\/p>\n

\u4e3a\u4e86\u907f\u514d\u6a21\u578b\u81ea\u5df1\u51fa\u9898\u3001\u81ea\u5df1\u5224\u6ee1\u5206\uff0c\u6211\u4eec\u53c8\u628a\u5b8c\u6574\u9879\u76ee\u5355\u72ec\u62ff\u51fa\u6765\u91cd\u8dd1\u4e86\u4e00\u904d\u2014\u201454\u9879\uff0c\u4f9d\u65e7\u5168\u90e8\u901a\u8fc7\u3002<\/p>\n

\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u518d\u505a\u4e00\u4e2a\u6709\u8da3\u7684\u5b89\u5168\u6d4b\u8bd5\uff1a<\/p>\n

\u5728Mac\u6ca1\u6709GPU\u7684\u60c5\u51b5\u4e0b\uff0c\u8ba9GLM-5.3\u786c\u5199CUDA\uff0c\u770b\u5b83\u4f1a\u4e0d\u4f1a\u778e\u7f16\u3002<\/p>\n

\u6211\u4eec\u5148\u786e\u5b9a\u6d4b\u8bd5\u73af\u5883\u786e\u5b9e\u6ca1\u6709\u82f1\u4f1f\u8fbeGPU\uff1a<\/p>\n

\u5e76\u4e14\u6211\u4eec\u8bbe\u8ba1\u8fd9\u4e2a\u4efb\u52a1\u7684Prompt\u65f6\uff0c\u4e5f\u4e0d\u4f1a\u63d0\u524d\u544a\u77e5GLM-5.3\u8fd9\u53f0\u7535\u8111\u6ca1\u6709\u82f1\u4f1f\u8fbeGPU\uff0c\u53ea\u7ed9\u5b83CUDA\u5de5\u7a0b\u4efb\u52a1\uff1a<\/p>\n

\u572818\u520652\u79d2\u540e\uff0cGLM-5.3\u7ed9\u51fa\u4e86\u5b83\u7684\u7ed3\u679c\uff1a<\/p>\n

GLM-5.3\u5148\u786e\u8ba4\u672c\u673a\u8dd1\u4e0d\u4e86CUDA\u540e\uff0c\u5f00\u59cb\u628a\u4efb\u52a1\u62c6\u5f00\uff1a<\/p>\n

CPU\u80fd\u9a8c\u8bc1\u7684\u7b97\u6cd5\u903b\u8f91\u81ea\u5df1\u9020\u4e86\u4e00\u5957\u6a21\u62df\u6d4b\u8bd5\uff1bCUDA\u4ee3\u7801\u672c\u673a\u7f16\u4e0d\u4e86\uff0c\u5c31\u501fDocker\u91cc\u7684CUDA Toolkit\u771f\u6b63\u8dd1\u4e86\u4e00\u904dnvcc\uff1b\u4f46\u5230\u4e86\u771f\u5b9eGPU\u6267\u884c\u3001CPU\/GPU\u6570\u503c\u4e00\u81f4\u6027\u4ee5\u53ca\u6027\u80fdBenchmark\uff0c\u5b83\u5168\u90e8\u505c\u5728\u4e86UNVERIFIED\u3002<\/p>\n

\u6211\u4eec\u540e\u6765\u53c8\u628a\u5b83\u751f\u6210\u7684CPU\u6d4b\u8bd5\u5355\u72ec\u62ff\u51fa\u6765\u91cd\u65b0\u7f16\u8bd1\u8fd0\u884c\uff0c\u7ed3\u679c\u4f9d\u65e7\u5168\u90e8\u901a\u8fc7\u3002<\/p>\n

\u80fd\u505a\u7684\u5c3d\u91cf\u505a\uff0c\u6ca1\u505a\u7684\u660e\u786e\u8bf4\u6ca1\u505a\u3002<\/p>\n

\u5bf9\u4e8e\u4e00\u4e2a\u6b63\u5728\u83b7\u5f97\u8d8a\u6765\u8d8a\u591a\u7cfb\u7edf\u6743\u9650\u7684Coding Agent\u800c\u8a00\uff0c\u201c\u77e5\u9053\u81ea\u5df1\u4e0d\u77e5\u9053\u201d\uff0c\u672c\u8eab\u4e5f\u662f\u5b89\u5168\u80fd\u529b\u7684\u4e00\u90e8\u5206\u3002<\/p>\n

\u800c\u4ece\u6280\u672f\u8bbe\u8ba1\u4e0a\u770b\uff0cGLM-5.3\u8fd9\u6b21\u5f3a\u8c03\u7684\u201c\u5b89\u5168\u201d\uff0c\u5176\u5b9e\u4e5f\u4e0d\u592a\u662f\u4f20\u7edf\u5370\u8c61\u91cc\u90a3\u79cd\uff0c\u95ee\u6a21\u578b\u4e00\u53e5\u5371\u9669\u95ee\u9898\uff0c\u770b\u5b83\u4f1a\u4e0d\u4f1a\u62d2\u7b54\u3002<\/p>\n

\u66f4\u6838\u5fc3\u7684\uff0c\u662f\u8ba9\u6a21\u578b\u771f\u6b63\u8fdb\u5165\u4ee3\u7801\u548c\u5de5\u7a0b\u73af\u5883\u4e4b\u540e\uff0c\u80fd\u4e0d\u80fd\u7406\u89e3\u6f0f\u6d1e\u4e3a\u4ec0\u4e48\u6210\u7acb\u3002<\/p>\n

\u4ece\u667a\u8c31\u8fd9\u6b21\u5c55\u793a\u7684\u80fd\u529b\u7ed3\u6784\u6765\u770b\uff0c\u5b89\u5168\u6d4b\u8bd5\u91cd\u70b9\u5c31\u5305\u62ec\u767d\u76d2\u4ee3\u7801\u5ba1\u67e5\u548c\u6f0f\u6d1e\u63a8\u7406\u3002<\/p>\n

\u524d\u8005\uff0c\u662f\u628a\u5b8c\u6574\u4ee3\u7801\u5e93\u76f4\u63a5\u6254\u7ed9\u6a21\u578b\uff0c\u8ba9\u5b83\u4ece\u8f93\u5165\u5f00\u59cb\u4e00\u8def\u8ffd\u8e2a\u5230\u6743\u9650\u6821\u9a8c\u3001\u6570\u636e\u6d41\u548c\u6700\u7ec8\u7684\u5371\u9669\u64cd\u4f5c\uff1b\u540e\u8005\u66f4\u8fdb\u4e00\u6b65\uff0c\u8981\u6c42\u6a21\u578b\u4e0d\u80fd\u53ea\u770b\u5230\u4e00\u884c\u53ef\u7591\u4ee3\u7801\uff0c\u8fd8\u8981\u628a\u4e00\u4e2a\u6f0f\u6d1e\u6210\u7acb\u6240\u9700\u8981\u7684\u524d\u56e0\u540e\u679c\u7ed9\u4e32\u8d77\u6765\u3002<\/p>\n

\u8fd9\u5176\u5b9e\u548c\u6211\u4eec\u524d\u9762\u7684AegisDesk\u5b9e\u6d4b\u9ad8\u5ea6\u4e00\u81f4\u3002<\/p>\n

\u6bd4\u5982Mass Assignment\u63d0\u6743\uff0cGLM-5.3\u5e76\u6ca1\u6709\u505c\u5728\u201c\u8fd9\u91cc\u7528\u4e86req.body\u201d\u8fd9\u4e00\u5c42\uff0c\u800c\u662f\u4e00\u8def\u8ffd\u51fa\u4e86\u8fd9\u4e48\u4e00\u6574\u6761\u653b\u51fb\u94fe\uff1a<\/p>\n

req.body\u2192\u7528\u6237\u5bf9\u8c61\u2192role\u5b57\u6bb5\u2192Session\u540c\u6b65\u2192\u666e\u901a\u7528\u6237\u6700\u7ec8\u83b7\u5f97\u7ba1\u7406\u5458\u6743\u9650\u3002<\/p>\n

\u800c\u5230\u4e86\u4feeBug\u7684\u73af\u8282\uff0c\u903b\u8f91\u8fd8\u8981\u7ee7\u7eed\u5f80\u4e0b\u8d70\u3002<\/p>\n

\u6a21\u578b\u65e2\u8981\u77e5\u9053\u6d1e\u8be5\u5835\u5728\u54ea\u91cc\uff0c\u8fd8\u5f97\u7ed9\u4fee\u590d\u8865\u4e0a\u56de\u5f52\u6d4b\u8bd5\uff0c\u786e\u8ba4\u653b\u51fb\u8def\u5f84\u88ab\u6390\u6389\u4e4b\u540e\uff0c\u539f\u6765\u7684\u4e1a\u52a1\u6ca1\u6709\u4e00\u8d77\u88ab\u4fee\u6b7b\u3002<\/p>\n

\u6240\u4ee5\u4ece\u627eBug\uff0c\u5230\u4feeBug\uff0c\u518d\u5230\u6700\u540e\u6ca1\u6709GPU\u65f6\u4e3b\u52a8\u533a\u5206VERIFIED\u3001INFERRED\u548cUNVERIFIED\uff0c\u8fd9\u4e09\u8f6e\u5b9e\u6d4b\u5b9e\u9645\u4e0a\u5bf9\u5e94\u7684\u662f\u4e09\u79cd\u80fd\u529b\uff1a<\/p>\n

\u770b\u5f97\u89c1\u98ce\u9669\u3001\u89e3\u51b3\u5f97\u4e86\u98ce\u9669\uff0c\u4ee5\u53ca\u77e5\u9053\u81ea\u5df1\u7684\u8bc1\u636e\u5230\u5e95\u5230\u54ea\u4e00\u6b65\u3002<\/p>\n

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GLM-5.3\u6280\u672f\u62a5\u544a\uff1ahttps:\/\/z.ai\/blog\/glm-5.3<\/p>\n

\n

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