{"id":100,"date":"2026-07-10T04:30:13","date_gmt":"2026-07-10T04:30:13","guid":{"rendered":"https:\/\/blog.top-api.cc\/?p=100"},"modified":"2026-07-10T04:30:13","modified_gmt":"2026-07-10T04:30:13","slug":"llm-red-team-tools-garak-promptfoo-review-20260710","status":"publish","type":"post","link":"https:\/\/blog.top-api.cc\/?p=100","title":{"rendered":"LLM \u7ea2\u961f\u5de5\u5177\u600e\u4e48\u9009\uff1aGarak\u3001Promptfoo \u4e0e\u81ea\u5efa\u7528\u4f8b\u5206\u522b\u9002\u5408\u4ec0\u4e48"},"content":{"rendered":"<p>\u201c\u8dd1\u4e00\u904d\u653b\u51fb\u63d0\u793a\u8bcd\u201d\u4e0d\u80fd\u8bc1\u660e\u6a21\u578b\u5b89\u5168\u3002\u4e0d\u540c\u5de5\u5177\u7684\u63a2\u6d4b\u5668\u3001\u5224\u65ad\u5668\u3001\u8f93\u5165\u683c\u5f0f\u548c\u62a5\u544a\u65b9\u5f0f\u90fd\u4e0d\u540c\uff0c\u6a21\u578b\u8fd8\u53ef\u80fd\u56e0\u4e3a\u6e29\u5ea6\u3001\u7cfb\u7edf\u63d0\u793a\u548c\u5de5\u5177\u6743\u9650\u53d8\u5316\u800c\u5f97\u5230\u5b8c\u5168\u4e0d\u540c\u7684\u7ed3\u679c\u3002\u7ea2\u961f\u5de5\u5177\u6d4b\u8bc4\u5e94\u8be5\u6bd4\u8f83\u5b83\u80fd\u5426\u7a33\u5b9a\u53d1\u73b0\u95ee\u9898\u3001\u590d\u73b0\u95ee\u9898\u5e76\u63a8\u52a8\u4fee\u590d\u3002<\/p>\n<h2>Garak \u66f4\u50cf\u63a2\u6d4b\u5668\u96c6\u5408<\/h2>\n<p>Garak \u7684\u5b9a\u4f4d\u63a5\u8fd1 LLM \u6f0f\u6d1e\u626b\u63cf\u5668\uff0c\u9002\u5408\u6279\u91cf\u8fd0\u884c\u591a\u7c7b probes\uff0c\u5bf9\u8d8a\u72f1\u3001\u63d0\u793a\u6cc4\u9732\u3001\u9519\u8bef\u4fe1\u606f\u548c\u4e0d\u5b89\u5168\u8f93\u51fa\u505a\u521d\u7b5b\u3002\u5b83\u7684\u4f18\u52bf\u662f\u53ef\u4ee5\u628a\u5df2\u77e5\u653b\u51fb\u6a21\u5f0f\u7ec4\u7ec7\u6210\u53ef\u91cd\u590d\u7684\u626b\u63cf\u4efb\u52a1\uff1b\u5c40\u9650\u662f\u901a\u7528\u63a2\u6d4b\u5668\u4e0d\u4e00\u5b9a\u7406\u89e3\u4f60\u7684\u4e1a\u52a1\u89c4\u5219\uff0c\u7ed3\u679c\u8fd8\u9700\u8981\u4eba\u5de5\u6216\u4e1a\u52a1\u8bc4\u6d4b\u5668\u590d\u6838\u3002<\/p>\n<h2>Promptfoo \u66f4\u9002\u5408\u628a\u8bc4\u6d4b\u63a5\u5165\u5f00\u53d1\u6d41\u7a0b<\/h2>\n<p>Promptfoo 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Garak \u6216\u7c7b\u4f3c\u5de5\u5177\u8986\u76d6\u5e38\u89c1\u98ce\u9669\u3002\u7b2c\u4e8c\u5c42\u662f\u914d\u7f6e\u5316\u56de\u5f52\uff0c\u7528 Promptfoo \u6216\u81ea\u5efa harness \u56fa\u5b9a\u7cfb\u7edf\u63d0\u793a\u3001\u6a21\u578b\u53c2\u6570\u548c\u65ad\u8a00\u3002\u7b2c\u4e09\u5c42\u662f\u4e1a\u52a1\u7ea2\u961f\uff0c\u4f7f\u7528\u8131\u654f\u6570\u636e\u548c\u9694\u79bb\u73af\u5883\u9a8c\u8bc1\u771f\u5b9e\u6743\u9650\u3001\u5de5\u5177\u548c\u6570\u636e\u8fb9\u754c\u3002\u6bcf\u5c42\u90fd\u8981\u4fdd\u5b58\u8f93\u5165\u7248\u672c\u3001\u6a21\u578b\u7248\u672c\u3001\u54cd\u5e94\u6458\u8981\u3001\u5224\u5b9a\u4f9d\u636e\u548c\u590d\u73b0\u547d\u4ee4\u3002<\/p>\n<p>\u5728\u7f51\u5173\u4fa7\uff0c\u628a <a href=\"https:\/\/top-api.cc\">top-api.cc<\/a> \u4f5c\u4e3a\u6d4b\u8bd5\u6d41\u91cf\u5165\u53e3\u53ef\u4ee5\u51cf\u5c11\u4f9b\u5e94\u5546\u5dee\u5f02\uff1a\u540c\u4e00\u7ec4\u7528\u4f8b\u901a\u8fc7\u7edf\u4e00\u9274\u6743\u548c\u8def\u7531\u53d1\u5f80\u4e0d\u540c\u6a21\u578b\uff0c\u518d\u6bd4\u8f83\u62d2\u7b54\u3001\u6539\u5199\u3001\u5de5\u5177\u8c03\u7528\u548c\u5ef6\u8fdf\u3002\u6d4b\u8bd5\u73af\u5883\u8981\u5355\u72ec\u4f7f\u7528\u5bc6\u94a5\u548c\u914d\u989d\uff0c\u907f\u514d\u7ea2\u961f\u6837\u672c\u6c61\u67d3\u751f\u4ea7\u8d26\u5355\u6216\u89e6\u53d1\u771f\u5b9e\u52a8\u4f5c\u3002<\/p>\n<h2>\u5de5\u5177\u9009\u578b\u6e05\u5355<\/h2>\n<ul>\n<li>\u80fd\u5426\u63a5\u5165 OpenAI \u517c\u5bb9\u63a5\u53e3\u548c\u81ea\u5b9a\u4e49 HTTP \u670d\u52a1\uff1b<\/li>\n<li>\u80fd\u5426\u56fa\u5b9a\u6a21\u578b\u3001\u7cfb\u7edf\u63d0\u793a\u548c\u968f\u673a\u53c2\u6570\uff1b<\/li>\n<li>\u5224\u5b9a\u5668\u662f\u5426\u652f\u6301\u89c4\u5219\u3001\u5206\u7c7b\u5668\u548c\u4eba\u5de5\u590d\u6838\uff1b<\/li>\n<li>\u662f\u5426\u80fd\u91cd\u8dd1\u5355\u6761\u5931\u8d25\u6837\u672c\uff1b<\/li>\n<li>\u62a5\u544a\u80fd\u5426\u5173\u8054\u4fee\u590d\u63d0\u4ea4\u548c\u56de\u5f52\u7ed3\u679c\uff1b<\/li>\n<li>\u662f\u5426\u53ef\u4ee5\u9650\u5236\u8bf7\u6c42\u901f\u7387\u3001\u6570\u636e\u8303\u56f4\u548c\u5de5\u5177\u6743\u9650\u3002<\/li>\n<\/ul>\n<p>\u4e0d\u8981\u628a\u201c\u901a\u8fc7\u7387\u201d\u76f4\u63a5\u5f53\u5b89\u5168\u5206\u6570\u3002\u5b89\u5168\u8bc4\u6d4b\u7684\u7ed3\u679c\u5e94\u8be5\u56de\u7b54\uff1a\u54ea\u7c7b\u8f93\u5165\u89e6\u53d1\u4e86\u4ec0\u4e48\u884c\u4e3a\u3001\u5f71\u54cd\u8303\u56f4\u662f\u4ec0\u4e48\u3001\u4fee\u590d\u540e\u662f\u5426\u4ecd\u7136\u590d\u73b0\uff0c\u4ee5\u53ca\u8fd9\u9879\u98ce\u9669\u662f\u5426\u5728\u6a21\u578b\u6216\u63d0\u793a\u8bcd\u66f4\u65b0\u540e\u91cd\u65b0\u51fa\u73b0\u3002<\/p>\n<p>\u53c2\u8003\u8d44\u6599\uff1aOWASP GenAI Security Project\u3001NVIDIA Garak \u9879\u76ee\u548c Promptfoo \u9879\u76ee\u6587\u6863\u3002\u5de5\u5177\u7248\u672c\u4e0e\u63a2\u6d4b\u5668\u4f1a\u53d8\u5316\uff0c\u53d1\u5e03\u6587\u7ae0\u65f6\u5e94\u6ce8\u660e\u6d4b\u8bd5\u65e5\u671f\u3002<\/p>\n<p>\u5b8c\u6210\u57fa\u7840\u626b\u63cf\u540e\uff0c\u53ef\u4ee5\u7528 <a href=\"https:\/\/top-api.cc\">top-api.cc<\/a> \u505a\u591a\u6a21\u578b\u5bf9\u7167\u6d4b\u8bd5\uff0c\u628a\u7ea2\u961f\u53d1\u73b0\u53d8\u6210\u53ef\u91cd\u590d\u7684\u7f51\u5173\u56de\u5f52\u6837\u672c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Garak\u3001Promptfoo 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