{"id":339919,"date":"2025-05-27T01:10:45","date_gmt":"2025-05-27T08:10:45","guid":{"rendered":"https:\/\/www.paloaltonetworks.com\/blog\/?p=339919"},"modified":"2025-05-27T01:10:45","modified_gmt":"2025-05-27T08:10:45","slug":"ai-agents-threats","status":"publish","type":"post","link":"https:\/\/origin-researchcenter.paloaltonetworks.com\/blog\/2025\/05\/ai-agents-threats\/?lang=zh-hant","title":{"rendered":"AI\u4ee3\u7406\u5df2\u7d93\u4f86\u81e8\uff0c\u5a01\u8105\u4e5f\u96a8\u4e4b\u800c\u4f86"},"content":{"rendered":"<p style=\"font-weight: 400;\">\u96a8\u8457AI\u4ee3\u7406\u5728\u5be6\u969b\u61c9\u7528\u4e2d\u8d8a\u4f86\u8d8a\u5ee3\u6cdb\uff0c\u4e86\u89e3\u5176\u6f5b\u5728\u8cc7\u5b89\u98a8\u96aa\u8b8a\u5f97\u683c\u5916\u91cd\u8981\u3002\u5728\u4e00\u4efd\u540d\u70ba\u300aAI\u4ee3\u7406\u5df2\u7d93\u4f86\u81e8\uff0c\u5a01\u8105\u4e5f\u96a8\u4e4b\u800c\u4f86\u300b\u7684\u5168\u65b0\u6df1\u5ea6\u7814\u7a76\u4e2d\uff0cPalo Alto Networks\u00a0\u7684\u00a0Unit 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href=\"https:\/\/urldefense.proofpoint.com\/v2\/url?u=https-3A__github.com_microsoft_autogen&amp;d=DwMFog&amp;c=V9IgWpI5PvzTw83UyHGVSoW3Uc1MFWe5J8PTfkrzVSo&amp;r=rlV3QLKXfVd47fRPwA7WrCCSjqFsgIzvhSPB3-jJ4YQ&amp;m=MwvYgFaZIaL_0IYYlTDYu_-5gBpRPvOSBJr-s2-hiBWBnZ2EP9DBkmQ6YX21lGBr&amp;s=oPMSFR8sRlxbTzPLWx-_OJBy58Qu_j4H2uPH9C9TmFI&amp;e=\" rel=\"nofollow,noopener\"  data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/urldefense.proofpoint.com\/v2\/url?u%3Dhttps-3A__github.com_microsoft_autogen%26d%3DDwMFog%26c%3DV9IgWpI5PvzTw83UyHGVSoW3Uc1MFWe5J8PTfkrzVSo%26r%3DrlV3QLKXfVd47fRPwA7WrCCSjqFsgIzvhSPB3-jJ4YQ%26m%3DMwvYgFaZIaL_0IYYlTDYu_-5gBpRPvOSBJr-s2-hiBWBnZ2EP9DBkmQ6YX21lGBr%26s%3DoPMSFR8sRlxbTzPLWx-_OJBy58Qu_j4H2uPH9C9TmFI%26e%3D&amp;source=gmail&amp;ust=1748404566116000&amp;usg=AOvVaw1fB2HzX4keQjQK5-NxumyY\">AutoGen<\/a>\u2014\u2014\u5169\u500b\u529f\u80fd\u76f8\u540c\u7684\u61c9\u7528\u7a0b\u5f0f\uff0c\u4e26\u5c0d\u5169\u8005\u57f7\u884c\u76f8\u540c\u7684\u653b\u64ca\u3002\u7814\u7a76\u767c\u73fe\uff0c\u5927\u591a\u6578\u6f0f\u6d1e\u548c\u653b\u64ca\u5411\u91cf\u57fa\u672c\u4e0a\u8207\u6846\u67b6\u7121\u95dc\uff0c\u4e3b\u8981\u4f86\u81ea\u4e0d\u5b89\u5168\u7684\u8a2d\u8a08\u6a21\u5f0f\u3001\u932f\u8aa4\u7684\u8a2d\u5b9a\u4ee5\u53ca\u98a8\u96aa\u5de5\u5177\u6574\u5408\uff0c\u800c\u975e\u6846\u67b6\u672c\u8eab\u7684\u7f3a\u9677\u3002<\/p>\n<p style=\"font-weight: 400;\">Unit 42\u00a0\u5a01\u8105\u60c5\u5831\u5c0f\u7d44\u7814\u7a76\u4eba\u54e1\u4e5f\u91dd\u5c0d\u6bcf\u7a2e\u653b\u64ca\u60c5\u5883\u63d0\u51fa\u4e86\u9632\u79a6\u7b56\u7565\uff0c\u4e26\u5206\u6790\u5176\u6709\u6548\u6027\u548c\u9650\u5236\u3002\u70ba\u4e86\u652f\u63f4\u7814\u7a76\u7684\u518d\u73fe\u6027\u53ca\u5f8c\u7e8c\u7814\u7a76\uff0c\u4ed6\u5011\u5df2\u5728<a href=\"https:\/\/urldefense.proofpoint.com\/v2\/url?u=https-3A__github.com_PaloAltoNetworks_stock-5Fadvisory-5Fassistant&amp;d=DwMFog&amp;c=V9IgWpI5PvzTw83UyHGVSoW3Uc1MFWe5J8PTfkrzVSo&amp;r=rlV3QLKXfVd47fRPwA7WrCCSjqFsgIzvhSPB3-jJ4YQ&amp;m=MwvYgFaZIaL_0IYYlTDYu_-5gBpRPvOSBJr-s2-hiBWBnZ2EP9DBkmQ6YX21lGBr&amp;s=gKWqtbDhN-lWoiRPD-5BL8Bt7-izcr_Wtwh5Gavs4WA&amp;e=\" rel=\"nofollow,noopener\"  data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/urldefense.proofpoint.com\/v2\/url?u%3Dhttps-3A__github.com_PaloAltoNetworks_stock-5Fadvisory-5Fassistant%26d%3DDwMFog%26c%3DV9IgWpI5PvzTw83UyHGVSoW3Uc1MFWe5J8PTfkrzVSo%26r%3DrlV3QLKXfVd47fRPwA7WrCCSjqFsgIzvhSPB3-jJ4YQ%26m%3DMwvYgFaZIaL_0IYYlTDYu_-5gBpRPvOSBJr-s2-hiBWBnZ2EP9DBkmQ6YX21lGBr%26s%3DgKWqtbDhN-lWoiRPD-5BL8Bt7-izcr_Wtwh5Gavs4WA%26e%3D&amp;source=gmail&amp;ust=1748404566116000&amp;usg=AOvVaw2axZvIqOQW-1yMwslqZpJA\">GitHub<\/a>\u4e0a\u958b\u6e90\u4e86\u6240\u6709\u539f\u59cb\u78bc\u548c\u8cc7\u6599\u96c6\u3002<\/p>\n<p style=\"font-weight: 400;\">\u95dc\u9375\u767c\u73fe<\/p>\n<ul style=\"font-weight: 400;\">\n<li>\u63d0\u793a\u8a5e\u6ce8\u5165\u4e26\u975e\u5fc5\u8981\u3002\u5373\u4f7f\u672a\u57f7\u884c\u660e\u78ba\u7684\u63d0\u793a\u8a5e\u6ce8\u5165\u653b\u64ca\uff0c\u53ea\u8981\u63d0\u793a\u8a2d\u8a08\u672a\u59a5\u5584\u9650\u5236\u7bc4\u570d\u6216\u7f3a\u4e4f\u5b89\u5168\u6027\uff0c\u4ecd\u53ef\u80fd\u906d\u5230\u6feb\u7528\u3001\u5165\u4fb5AI\u4ee3\u7406\u3002<\/li>\n<li>\u7de9\u89e3\u63aa\u65bd\uff1a\u5728\u4ee3\u7406\u6307\u4ee4\u4e2d\u5f37\u5316\u5b89\u5168\u9632\u8b77\u6a5f\u5236\uff0c\u660e\u78ba\u963b\u64cb\u8d85\u51fa\u7bc4\u570d\u7684\u8acb\u6c42\uff0c\u4ee5\u53ca\u9632\u6b62\u6307\u4ee4\u6216\u5de5\u5177\u7d50\u69cb\u88ab\u63d0\u53d6\u3002<\/li>\n<li>\u63d0\u793a\u8a5e\u6ce8\u5165\u4ecd\u662f\u6700\u5f37\u5927\u4e14\u591a\u529f\u80fd\u7684\u653b\u64ca\u5411\u91cf\uff1a\u9019\u7a2e\u653b\u64ca\u80fd\u5920\u5c0e\u81f4\u8cc7\u6599\u5916\u6d29\u3001\u5de5\u5177\u6feb\u7528\u6216\u4ee3\u7406\u884c\u70ba\u88ab\u60e1\u610f\u64cd\u63a7\u3002<\/li>\n<li>\u7de9\u89e3\u63aa\u65bd\uff1a\u90e8\u7f72\u5167\u5bb9\u904e\u6ffe\u6a5f\u5236\uff0c\u5728\u7cfb\u7d71\u904b\u884c\u6642\u5075\u6e2c\u4e26\u5373\u6642\u963b\u64cb\u63d0\u793a\u8a5e\u6ce8\u5165\u7684\u5617\u8a66\u3002<\/li>\n<li>\u8a2d\u5b9a\u932f\u8aa4\u6216\u5b58\u5728\u6f0f\u6d1e\u7684\u5de5\u5177\u6703\u6703\u986f\u8457\u64f4\u5927\u653b\u64ca\u9762\u4e26\u52a0\u5287\u6f5b\u5728\u98a8\u96aa\u3002<\/li>\n<li>\u7de9\u89e3\u63aa\u65bd\uff1a\u5c0d\u6240\u6709\u5de5\u5177\u8f38\u5165\u9032\u884c\u8cc7\u6599\u6de8\u5316\uff0c\u5be6\u65bd\u56b4\u683c\u7684\u5b58\u53d6\u63a7\u5236\uff0c\u4e26\u5b9a\u671f\u57f7\u884c\u5b89\u5168\u6e2c\u8a66\uff0c\u5982\u975c\u614b\u61c9\u7528\u7a0b\u5f0f\u5b89\u5168\u6e2c\u8a66(SAST)\u3001\u52d5\u614b\u61c9\u7528\u7a0b\u5f0f\u5b89\u5168\u6e2c\u8a66(DAST)\u6216\u8edf\u9ad4\u7d44\u6210\u5206\u6790(SCA)\u3002<\/li>\n<li>\u4e0d\u5b89\u5168\u7684\u7a0b\u5f0f\u78bc\u89e3\u8b6f\u5668\u6703\u4f7f\u4ee3\u7406\u66b4\u9732\u5728\u4efb\u610f\u7a0b\u5f0f\u78bc\u57f7\u884c\u98a8\u96aa\u4e2d\uff0c\u4e26\u53ef\u80fd\u5c0e\u81f4\u672a\u7d93\u6388\u6b0a\u5b58\u53d6\u4e3b\u6a5f\u8cc7\u6e90\u548c\u7db2\u8def\uff1a<\/li>\n<li>\u7de9\u89e3\u63aa\u65bd\uff1a\u5be6\u65bd\u5177\u5099\u7db2\u8def\u9650\u5236\u3001\u7cfb\u7d71\u547c\u53eb\u904e\u6ffe\u529f\u80fd\u548c\u6700\u4f4e\u6b0a\u9650\u5bb9\u5668\u8a2d\u5b9a\u7684\u5f37\u5316\u6c99\u7bb1\u74b0\u5883\u3002<\/li>\n<li>\u6191\u8b49\u6d29\u6f0f\uff1a\u4f8b\u5982\u670d\u52d9\u4ee4\u724c\u00a0(tokens)\u00a0\u6216\u6a5f\u5bc6\u8cc7\u8a0a\u7684\u5916\u6d29\uff0c\u53ef\u80fd\u5c0e\u81f4\u8eab\u5206\u5192\u7528\u3001\u6b0a\u9650\u63d0\u5347\u6216\u57fa\u790e\u8a2d\u65bd\u88ab\u5165\u4fb5\u3002<\/li>\n<li>\u7de9\u89e3\u63aa\u65bd\uff1a\u63a1\u7528\u8cc7\u6599\u5916\u6d29\u9632\u8b77(DLP)\u89e3\u6c7a\u65b9\u6848\u3001\u5b8c\u5584\u7684\u7a3d\u6838\u65e5\u8a8c\u7cfb\u7d71\u548c\u5c08\u696d\u7684\u6a5f\u5bc6\u7ba1\u7406\u670d\u52d9\u4f86\u4fdd\u8b77\u654f\u611f\u8cc7\u8a0a\u3002<\/li>\n<li>\u55ae\u4e00\u7de9\u89e3\u63aa\u65bd\u4e0d\u8db3\u4ee5\u61c9\u5c0d\u98a8\u96aa<strong>\uff1a<\/strong>\u5fc5\u9808\u63a1\u7528\u591a\u5c64\u6b21\u3001\u7e31\u6df1\u9632\u79a6\u7b56\u7565\u624d\u80fd\u6709\u6548\u964d\u4f4e\u4ee3\u7406\u5f0f\u61c9\u7528\u7a0b\u5f0f\u7684\u5b89\u5168\u98a8\u96aa\u3002<\/li>\n<li>\u7de9\u89e3\u63aa\u65bd<strong>\uff1a<\/strong>\u6574\u5408\u591a\u91cd\u9632\u8b77\u6a5f\u5236\uff0c\u6db5\u84cb\u4ee3\u7406\u3001\u5de5\u5177\u3001\u63d0\u793a\u8a5e\u548c\u904b\u884c\u74b0\u5883\uff0c\u4ee5\u5efa\u7acb\u5177\u97cc\u6027\u7684\u9632\u79a6\u67b6\u69cb\u3002<\/li>\n<\/ul>\n<p style=\"font-weight: 400;\">\u9019\u4efd\u7814\u7a76\u7279\u5225\u5f37\u8abf\u7684\u662f\uff0cCrewAI\u548cAutoGen\u672c\u8eab\u4e26\u7121\u56fa\u6709\u6f0f\u6d1e\u3002\u672c\u7814\u7a76\u4e2d\u63d0\u51fa\u7684\u653b\u64ca\u60c5\u5883\u4e3b\u8981\u51f8\u986f\u4e86\u7cfb\u7d71\u6027\u98a8\u96aa\uff0c\u9019\u4e9b\u98a8\u96aa\u6e90\u65bc\u8a9e\u8a00\u6a21\u578b\u5728\u62b5\u6297\u63d0\u793a\u8a5e\u6ce8\u5165\u65b9\u9762\u7684\u5c40\u9650\u6027\uff0c\u4ee5\u53ca\u6574\u5408\u5de5\u5177\u4e2d\u7684\u932f\u8aa4\u8a2d\u5b9a\u6216\u5b89\u5168\u6f0f\u6d1e\u2014\u2014\u800c\u975e\u7279\u5b9a\u6846\u67b6\u672c\u8eab\u7684\u554f\u984c\u3002\u56e0\u6b64\uff0c\u7814\u7a76\u7d50\u679c\u548c\u5efa\u8b70\u7684\u7de9\u89e3\u63aa\u65bd\u5ee3\u6cdb\u9069\u7528\u65bc\u5404\u7a2e\u4ee3\u7406\u5f0f\u61c9\u7528\u7a0b\u5f0f\uff0c\u4e0d\u53d7\u5176\u57fa\u790e\u6846\u67b6\u5f71\u97ff\u3002<\/p>\n<p style=\"font-weight: 400;\">Palo Alto Networks\u900f\u904e<a href=\"https:\/\/www.paloaltonetworks.com\/prisma\/prisma-ai-runtime-security\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/www.paloaltonetworks.com\/prisma\/prisma-ai-runtime-security&amp;source=gmail&amp;ust=1748404566116000&amp;usg=AOvVaw1Ph7owHVci-Xh-cUnaT0lR\">Prisma AIRS<\/a>\uff08AI\u904b\u884c\u5b89\u5168\uff09\u91cd\u65b0\u5b9a\u7fa9\u4e86AI\u5b89\u5168\u9818\u57df\u2014\u2014\u70ba\u60a8\u7684AI\u61c9\u7528\u7a0b\u5f0f\u3001\u6a21\u578b\u3001\u8cc7\u6599\u548c\u4ee3\u7406\u63d0\u4f9b\u5373\u6642\u5168\u65b9\u4f4d\u7684\u4fdd\u8b77\u3002\u900f\u904e\u667a\u6167\u5206\u6790\u7db2\u8def\u6d41\u91cf\u548c\u61c9\u7528\u7a0b\u5f0f\u884c\u70ba\uff0cPrisma AIRS\u80fd\u4e3b\u52d5\u5075\u6e2c\u4e26\u9632\u6b62\u5404\u7a2e\u8907\u96dc\u5a01\u8105\uff0c\u5305\u62ec\u63d0\u793a\u8a5e\u6ce8\u5165\u3001\u963b\u65b7\u670d\u52d9\u653b\u64ca\u548c\u8cc7\u6599\u5916\u6d29\u7b49\u3002\u8a72\u89e3\u6c7a\u65b9\u6848\u5728\u7db2\u8def\u548cAPI\u5c64\u7d1a\u5747\u63d0\u4f9b\u7121\u7e2b\u7684\u5167\u806f\u9632\u8b77\u6a5f\u5236\u3002<\/p>\n<p style=\"font-weight: 400;\">\u540c\u6642\uff0cAI\u5b58\u53d6\u5b89\u5168\u89e3\u6c7a\u65b9\u6848\u70ba\u7b2c\u4e09\u65b9\u751f\u6210\u5f0fAI\uff08GenAI\uff09\u7684\u4f7f\u7528\u63d0\u4f9b\u6df1\u5ea6\u53ef\u8996\u6027\u548c\u7cbe\u78ba\u63a7\u5236\u80fd\u529b\u3002\u900f\u904e\u653f\u7b56\u57f7\u884c\u548c\u4f7f\u7528\u8005\u6d3b\u52d5\u76e3\u63a7\uff0c\u6709\u6548\u9632\u7bc4\u96b1\u85cf\u5f0fAI\u98a8\u96aa\u3001\u8cc7\u6599\u6d29\u6f0f\u4ee5\u53caAI\u8f38\u51fa\u4e2d\u53ef\u80fd\u5b58\u5728\u7684\u60e1\u610f\u5167\u5bb9\u3002\u9019\u4e9b\u89e3\u6c7a\u65b9\u6848\u5171\u540c\u69cb\u5efa\u4e86\u591a\u5c64\u6b21\u9632\u79a6\u9ad4\u7cfb\uff0c\u78ba\u4fddAI\u7cfb\u7d71\u7684\u904b\u4f5c\u5b8c\u6574\u6027\u53ca\u5916\u90e8AI\u5de5\u5177\u7684\u5b89\u5168\u4f7f\u7528\u3002<\/p>\n<p style=\"font-weight: 400;\"><a href=\"https:\/\/www.paloaltonetworks.tw\/unit42\/assess\/ai-security-assessment\" rel=\"nofollow,noopener\"  data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/www.paloaltonetworks.com\/unit42\/assess\/ai-security-assessment&amp;source=gmail&amp;ust=1748404566117000&amp;usg=AOvVaw2mJBYDa1Sp8KPH4YSZ-00p\">Unit 42 AI\u5b89\u5168\u8a55\u4f30\u670d\u52d9<\/a>\u53ef\u5354\u52a9\u60a8\u4e3b\u52d5\u8b58\u5225\u6700\u53ef\u80fd\u5a01\u8105\u60a8AI\u74b0\u5883\u7684\u6f5b\u5728\u98a8\u96aa\u3002<\/p>\n<p style=\"font-weight: 400;\">\u82e5\u60a8\u61f7\u7591\u7cfb\u7d71\u5df2\u906d\u5165\u4fb5\u6216\u9762\u81e8\u7dca\u6025\u5b89\u5168\u4e8b\u4ef6\uff0c\u8acb\u7acb\u5373\u806f\u7d61<a href=\"https:\/\/start.paloaltonetworks.com\/contact-unit42.html\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/start.paloaltonetworks.com\/contact-unit42.html&amp;source=gmail&amp;ust=1748404566117000&amp;usg=AOvVaw2EJUn3gFXaK2DkYMfAvPj_\">Unit 42\u5c08\u696d\u4e8b\u4ef6\u61c9\u8b8a\u5718\u968a<\/a>\u3002<\/p>\n<p style=\"font-weight: 400;\">\u6b32\u4e86\u89e3\u66f4\u591a\u8cc7\u8a0a\uff0c\u8acb\u8a2a\u554f<a href=\"https:\/\/unit42.paloaltonetworks.com\/agentic-ai-threats\/\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/unit42.paloaltonetworks.com\/agentic-ai-threats\/&amp;source=gmail&amp;ust=1748404566117000&amp;usg=AOvVaw3nEWun2LlG55GUmQWhWtjN\">https:\/\/unit42.paloaltonetworks.com\/agentic-ai-threats\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u96a8\u8457AI\u4ee3\u7406\u5728\u5be6\u969b\u61c9\u7528\u4e2d\u8d8a\u4f86\u8d8a\u5ee3\u6cdb\uff0c\u4e86\u89e3\u5176\u6f5b\u5728\u8cc7\u5b89\u98a8\u96aa\u8b8a\u5f97\u683c\u5916\u91cd\u8981\u3002\u5728\u4e00\u4efd\u540d\u70ba\u300aAI\u4ee3\u7406\u5df2\u7d93\u4f86\u81e8\uff0c\u5a01\u8105\u4e5f\u96a8\u4e4b\u800c\u4f86\u300b\u7684\u5168\u65b0\u6df1\u5ea6\u7814\u7a76\u4e2d\uff0cPalo Alto Networks\u00a0\u7684\u00a0Unit 42\u5a01\u8105\u60c5\u5831\u5c0f\u7d44\u63a2\u8a0e\u4e86\u653b\u64ca\u8005\u53ef\u80fd\u91dd\u5c0d\u4ee3\u7406\u5f0f\u61c9\u7528\u7a0b\u5f0f\u7684\u4e5d\u7a2e\u5177\u9ad4\u653b\u64ca\u60c5\u5883\uff0c\u9019\u4e9b\u60c5\u5883\u53ef\u80fd\u9020\u6210\u8cc7\u8a0a\u5916\u6d29\u3001\u6191\u8b49\u7aca\u53d6\u3001\u5de5\u5177\u88ab\u6feb\u7528\uff0c\u751a\u81f3\u9060\u7aef\u7a0b\u5f0f\u78bc\u57f7\u884c\u7b49\u91cd\u5927\u98a8\u96aa\u3002 \u70ba\u4e86\u8a55\u4f30\u9019\u4e9b\u98a8\u96aa\u7684\u9069\u7528\u7bc4\u570d\uff0cUnit 42\u00a0\u5a01\u8105\u60c5\u5831\u5c0f\u7d44\u7684\u7814\u7a76\u4eba\u54e1\u4f7f\u7528\u4e86\u5169\u7a2e\u4e0d\u540c\u7684\u958b\u6e90\u4ee3\u7406\u6846\u67b6\u2014\u2014CrewAI\u548cAutoGen\u2014\u2014\u5169\u500b\u529f\u80fd\u76f8\u540c\u7684\u61c9\u7528\u7a0b\u5f0f\uff0c\u4e26\u5c0d\u5169\u8005\u57f7\u884c\u76f8\u540c\u7684\u653b\u64ca\u3002\u7814\u7a76\u767c\u73fe\uff0c\u5927\u591a\u6578\u6f0f\u6d1e\u548c\u653b\u64ca\u5411\u91cf\u57fa\u672c\u4e0a\u8207\u6846\u67b6\u7121\u95dc\uff0c\u4e3b\u8981\u4f86\u81ea\u4e0d\u5b89\u5168\u7684\u8a2d\u8a08\u6a21\u5f0f\u3001\u932f\u8aa4\u7684\u8a2d\u5b9a\u4ee5\u53ca\u98a8\u96aa\u5de5\u5177\u6574\u5408\uff0c\u800c\u975e\u6846\u67b6\u672c\u8eab\u7684\u7f3a\u9677\u3002 Unit 42\u00a0\u5a01\u8105\u60c5\u5831\u5c0f\u7d44\u7814\u7a76\u4eba\u54e1\u4e5f\u91dd\u5c0d\u6bcf\u7a2e\u653b\u64ca\u60c5\u5883\u63d0\u51fa\u4e86\u9632\u79a6\u7b56\u7565\uff0c\u4e26\u5206\u6790\u5176\u6709\u6548\u6027\u548c\u9650\u5236\u3002\u70ba\u4e86\u652f\u63f4\u7814\u7a76\u7684\u518d\u73fe\u6027\u53ca\u5f8c\u7e8c\u7814\u7a76\uff0c\u4ed6\u5011\u5df2\u5728GitHub\u4e0a\u958b\u6e90\u4e86\u6240\u6709\u539f\u59cb\u78bc\u548c\u8cc7\u6599\u96c6\u3002 \u95dc\u9375\u767c\u73fe \u63d0\u793a\u8a5e\u6ce8\u5165\u4e26\u975e\u5fc5\u8981\u3002\u5373\u4f7f\u672a\u57f7\u884c\u660e\u78ba\u7684\u63d0\u793a\u8a5e\u6ce8\u5165\u653b\u64ca\uff0c\u53ea\u8981\u63d0\u793a\u8a2d\u8a08\u672a\u59a5\u5584\u9650\u5236\u7bc4\u570d\u6216\u7f3a\u4e4f\u5b89\u5168\u6027\uff0c\u4ecd\u53ef\u80fd\u906d\u5230\u6feb\u7528\u3001\u5165\u4fb5AI\u4ee3\u7406\u3002 \u7de9\u89e3\u63aa\u65bd\uff1a\u5728\u4ee3\u7406\u6307\u4ee4\u4e2d\u5f37\u5316\u5b89\u5168\u9632\u8b77\u6a5f\u5236\uff0c\u660e\u78ba\u963b\u64cb\u8d85\u51fa\u7bc4\u570d\u7684\u8acb\u6c42\uff0c\u4ee5\u53ca\u9632\u6b62\u6307\u4ee4\u6216\u5de5\u5177\u7d50\u69cb\u88ab\u63d0\u53d6\u3002 \u63d0\u793a\u8a5e\u6ce8\u5165\u4ecd\u662f\u6700\u5f37\u5927\u4e14\u591a\u529f\u80fd\u7684\u653b\u64ca\u5411\u91cf\uff1a\u9019\u7a2e\u653b\u64ca\u80fd\u5920\u5c0e\u81f4\u8cc7\u6599\u5916\u6d29\u3001\u5de5\u5177\u6feb\u7528\u6216\u4ee3\u7406\u884c\u70ba\u88ab\u60e1\u610f\u64cd\u63a7\u3002 \u7de9\u89e3\u63aa\u65bd\uff1a\u90e8\u7f72\u5167\u5bb9\u904e\u6ffe\u6a5f\u5236\uff0c\u5728\u7cfb\u7d71\u904b\u884c\u6642\u5075\u6e2c\u4e26\u5373\u6642\u963b\u64cb\u63d0\u793a\u8a5e\u6ce8\u5165\u7684\u5617\u8a66\u3002 \u8a2d\u5b9a\u932f\u8aa4\u6216\u5b58\u5728\u6f0f\u6d1e\u7684\u5de5\u5177\u6703\u6703\u986f\u8457\u64f4\u5927\u653b\u64ca\u9762\u4e26\u52a0\u5287\u6f5b\u5728\u98a8\u96aa\u3002 \u7de9\u89e3\u63aa\u65bd\uff1a\u5c0d\u6240\u6709\u5de5\u5177\u8f38\u5165\u9032\u884c\u8cc7\u6599\u6de8\u5316\uff0c\u5be6\u65bd\u56b4\u683c\u7684\u5b58\u53d6\u63a7\u5236\uff0c\u4e26\u5b9a\u671f\u57f7\u884c\u5b89\u5168\u6e2c\u8a66\uff0c\u5982\u975c\u614b\u61c9\u7528\u7a0b\u5f0f\u5b89\u5168\u6e2c\u8a66(SAST)\u3001\u52d5\u614b\u61c9\u7528\u7a0b\u5f0f\u5b89\u5168\u6e2c\u8a66(DAST)\u6216\u8edf\u9ad4\u7d44\u6210\u5206\u6790(SCA)\u3002 \u4e0d\u5b89\u5168\u7684\u7a0b\u5f0f\u78bc\u89e3\u8b6f\u5668\u6703\u4f7f\u4ee3\u7406\u66b4\u9732\u5728\u4efb\u610f\u7a0b\u5f0f\u78bc\u57f7\u884c\u98a8\u96aa\u4e2d\uff0c\u4e26\u53ef\u80fd\u5c0e\u81f4\u672a\u7d93\u6388\u6b0a\u5b58\u53d6\u4e3b\u6a5f\u8cc7\u6e90\u548c\u7db2\u8def\uff1a \u7de9\u89e3\u63aa\u65bd\uff1a\u5be6\u65bd\u5177\u5099\u7db2\u8def\u9650\u5236\u3001\u7cfb\u7d71\u547c\u53eb\u904e\u6ffe\u529f\u80fd\u548c\u6700\u4f4e\u6b0a\u9650\u5bb9\u5668\u8a2d\u5b9a\u7684\u5f37\u5316\u6c99\u7bb1\u74b0\u5883\u3002 \u6191\u8b49\u6d29\u6f0f\uff1a\u4f8b\u5982\u670d\u52d9\u4ee4\u724c\u00a0(tokens)\u00a0\u6216\u6a5f\u5bc6\u8cc7\u8a0a\u7684\u5916\u6d29\uff0c\u53ef\u80fd\u5c0e\u81f4\u8eab\u5206\u5192\u7528\u3001\u6b0a\u9650\u63d0\u5347\u6216\u57fa\u790e\u8a2d\u65bd\u88ab\u5165\u4fb5\u3002 \u7de9\u89e3\u63aa\u65bd\uff1a\u63a1\u7528\u8cc7\u6599\u5916\u6d29\u9632\u8b77(DLP)\u89e3\u6c7a\u65b9\u6848\u3001\u5b8c\u5584\u7684\u7a3d\u6838\u65e5\u8a8c\u7cfb\u7d71\u548c\u5c08\u696d\u7684\u6a5f\u5bc6\u7ba1\u7406\u670d\u52d9\u4f86\u4fdd\u8b77\u654f\u611f\u8cc7\u8a0a\u3002 \u55ae\u4e00\u7de9\u89e3\u63aa\u65bd\u4e0d\u8db3\u4ee5\u61c9\u5c0d\u98a8\u96aa\uff1a\u5fc5\u9808\u63a1\u7528\u591a\u5c64\u6b21\u3001\u7e31\u6df1\u9632\u79a6\u7b56\u7565\u624d\u80fd\u6709\u6548\u964d\u4f4e\u4ee3\u7406\u5f0f\u61c9\u7528\u7a0b\u5f0f\u7684\u5b89\u5168\u98a8\u96aa\u3002 \u7de9\u89e3\u63aa\u65bd\uff1a\u6574\u5408\u591a\u91cd\u9632\u8b77\u6a5f\u5236\uff0c\u6db5\u84cb\u4ee3\u7406\u3001\u5de5\u5177\u3001\u63d0\u793a\u8a5e\u548c\u904b\u884c\u74b0\u5883\uff0c\u4ee5\u5efa\u7acb\u5177\u97cc\u6027\u7684\u9632\u79a6\u67b6\u69cb\u3002 \u9019\u4efd\u7814\u7a76\u7279\u5225\u5f37\u8abf\u7684\u662f\uff0cCrewAI\u548cAutoGen\u672c\u8eab\u4e26\u7121\u56fa\u6709\u6f0f\u6d1e\u3002\u672c\u7814\u7a76\u4e2d\u63d0\u51fa\u7684\u653b\u64ca\u60c5\u5883\u4e3b\u8981\u51f8\u986f\u4e86\u7cfb\u7d71\u6027\u98a8\u96aa\uff0c\u9019\u4e9b\u98a8\u96aa\u6e90\u65bc\u8a9e\u8a00\u6a21\u578b\u5728\u62b5\u6297\u63d0\u793a\u8a5e\u6ce8\u5165\u65b9\u9762\u7684\u5c40\u9650\u6027\uff0c\u4ee5\u53ca\u6574\u5408\u5de5\u5177\u4e2d\u7684\u932f\u8aa4\u8a2d\u5b9a\u6216\u5b89\u5168\u6f0f\u6d1e\u2014\u2014\u800c\u975e\u7279\u5b9a\u6846\u67b6\u672c\u8eab\u7684\u554f\u984c\u3002\u56e0\u6b64\uff0c\u7814\u7a76\u7d50\u679c\u548c\u5efa\u8b70\u7684\u7de9\u89e3\u63aa\u65bd\u5ee3\u6cdb\u9069\u7528\u65bc\u5404\u7a2e\u4ee3\u7406\u5f0f\u61c9\u7528\u7a0b\u5f0f\uff0c\u4e0d\u53d7\u5176\u57fa\u790e\u6846\u67b6\u5f71\u97ff\u3002 Palo Alto Networks\u900f\u904ePrisma 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