{"id":12312,"date":"2026-09-15T21:19:08","date_gmt":"2026-09-15T13:19:08","guid":{"rendered":"https:\/\/infernews.com\/blog\/hazardauditor\/"},"modified":"2026-09-15T21:19:08","modified_gmt":"2026-09-15T13:19:08","slug":"hazardauditor","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/hazardauditor\/","title":{"rendered":"HazardAuditor \u5224\u65b7 Computer Use Agent \u5605\u57f7\u884c\u9ede\u89e3\u6703\u505a\u932f"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/09\/pasted-05be332dfe25.jpg\" alt=\"HazardAuditor overview\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u96fb\u8166\u64cd\u4f5c\u4ee3\u7406\uff08computer-use agents\uff09\u5605\u5b89\u5168\u6f0f\u6d1e\uff0c\u5f80\u5f80\u5514\u4fc2\u4e00\u53e5\u6307\u4ee4\u6709\u5e7e\u60e1\u6bd2\uff0c\u800c\u4fc2\u9023\u4e32\u770b\u4f3c\u5e73\u51e1\u5605\u8b80\u6a94\u3001\u5de5\u5177\u547c\u53eb\u540c\u5916\u90e8\u8acb\u6c42\u55ba\u57f7\u884c\u8ecc\u8de1\u4e2d\u5148\u6d6e\u73fe\u6210\u5371\u96aa\u3002HazardAuditor \u5c6c\u65bc\u958b\u6e90\u5605\u751f\u6210\u5f0f\u5b88\u885b\u6846\u67b6\uff0c\u91dd\u5c0d\u5605\u6b63\u4fc2\u5462\u985e\u300c\u7d44\u5408\u5f0f\u300d\u5a01\u8105\uff1a\u4f62\u6703\u628a\u7528\u6236\u8acb\u6c42\u3001\u4ee3\u7406\u63a8\u7406\u3001\u5de5\u5177\u540d\u7a31\u3001\u56de\u50b3\u7d50\u679c\u540c\u89c0\u5bdf\u503c\u4e00\u9f4a\u8b80\u5165\uff0c\u518d\u7522\u51fa\u6709\u8b49\u64da\u652f\u6490\u5605\u5206\u6790\u540c safe\uff0funsafe \u5605\u6700\u7d42\u5224\u6c7a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u540c\u50b3\u7d71\u5167\u5bb9\u904e\u6ffe\u6700\u5927\u5605\u5206\u5225\uff0c\u4fc2\u4f62\u5514\u518d\u55ae\u7747\u5b57\u773c\uff0c\u800c\u4fc2\u7747\u4ee3\u7406\u300c\u5be6\u969b\u505a\u5497\u54a9\u300d\u3002\u5373\u4f7f\u8acb\u6c42\u672c\u8eab\u5e36\u6709\u60e1\u610f\u5b57\u773c\uff0c\u53ea\u8981\u4ee3\u7406\u62d2\u7d55\u57f7\u884c\u5c31\u6703\u88ab\u5224 safe\uff1b\u53cd\u904e\u4f86\u8aaa\uff0c\u5c31\u7b97\u8a0a\u606f\u7121\u660e\u986f\u653b\u64ca\u5b57\u773c\uff0c\u82e5\u4ee3\u7406\u771f\u5605\u8d70\u53bb\u8b80\u53d6\u654f\u611f\u6a94\u6848\u6216\u547c\u53eb\u5916\u90e8\u7aef\u9ede\uff0c\u5c31\u6703\u88ab\u6a19\u70ba unsafe\u3002\u5462\u7a2e\u884c\u70ba\u5c0e\u5411\u5605\u5224\u6e96\uff0c\u4ee4\u5be9\u8a08\u7d50\u679c\u8cbc\u8fd1\u771f\u5be6\u98a8\u96aa\uff0c\u800c\u975e\u505c\u7559\u55ba\u5b57\u9762\u5be9\u67e5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5718\u968a\u4ea6\u91cb\u51fa CUA-Exec \u57fa\u6e96\u6e2c\u8a66\u96c6\uff0c\u8986\u84cb Claude Code\u3001Codex\u3001Hermus\u3001OpenClaw \u56db\u7a2e\u7570\u8cea\u4ee3\u7406\u6846\u67b6\u3002HazardAuditor \u55ba Claude Code \u53d6\u5f97 94.00% \u6e96\u78ba\u7387\uff0cCodex \u66f4\u9054 95.50%\uff0c\u6bd4\u539f\u6709\u6700\u4f73\u5b88\u885b\u5206\u5225\u63d0\u5347 12.5 \u540c 4.0 \u500b\u767e\u5206\u9ede\uff1b\u5176\u4e2d\u91dd\u5c0d OpenClaw \u5605\u6539\u9032\u5e45\u5ea6\u6700\u5927\uff0c\u9054 +16.5\u3002\u55ba AgentHazard\u3001R-Judge\u3001ASSE-Safety\u3001ATBench \u7b49\u5916\u90e8\u57fa\u6e96\u4e0a\u4ea6\u7a69\u5b9a\u7dad\u6301 87% \u81f3 91% \u5340\u9593\u5605 F1 \u5206\u6578\u3002\u6a21\u578b\u6b0a\u91cd\u540c GuardPO \u8a13\u7df4\u65b9\u6cd5\u5df2\u958b\u6e90\uff0cApache-2.0 \u6388\u6b0a\uff0c\u7814\u7a76\u540c\u4f01\u696d\u5718\u968a\u53ef\u4ee5\u76f4\u63a5\u63a5\u5165\u81ea\u6709\u591a\u4ee3\u7406\u7cfb\u7d71\u505a\u57f7\u884c\u671f\u5be9\u8a08\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u91cd\u9ede\u6458\u8981<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8ecc\u8de1\u7d1a\u5be9\u8a08<\/strong>\uff1a\u540c\u6642\u8b80\u53d6\u8acb\u6c42\u3001\u63a8\u7406\u3001\u5de5\u5177\u3001\u53c3\u6578\u540c\u74b0\u5883\u89c0\u5bdf\uff0c\u907f\u514d\u5b64\u7acb\u5730\u8a55\u4f30\u55ae\u6bb5\u6587\u5b57\u3002<\/li>\n<li><strong>\u884c\u70ba\u5c0e\u5411\u5224\u6c7a<\/strong>\uff1a\u60e1\u610f\u5b57\u773c\u4f46\u4ee3\u7406\u62d2\u7d55\u57f7\u884c\u6703\u88ab\u5224 safe\uff1b\u7121\u660e\u986f\u653b\u64ca\u5b57\u773c\u4f46\u771f\u5605\u57f7\u884c\u5371\u96aa\u52d5\u4f5c\u5c31\u6703\u88ab\u5224 unsafe\u3002<\/li>\n<li><strong>\u53ef\u89e3\u91cb\u7406\u64da<\/strong>\uff1a\u6bcf\u6b21\u88c1\u6c7a\u90fd\u6703\u5217\u51fa\u57f7\u884c\u8b49\u64da\uff0c\u65b9\u4fbf\u4e8b\u5f8c\u8ffd\u6eaf\u540c\u5be9\u8a08\u3002<\/li>\n<li><strong>\u8de8\u6846\u67b6\u9069\u7528<\/strong>\uff1a\u55ba Claude Code\u3001Codex\u3001Hermus\u3001OpenClaw \u7b49\u56db\u7a2e\u6846\u67b6\u5605 CUA-Exec \u57fa\u6e96\u4e0a\u5747\u898b\u5230\u660e\u986f\u6539\u9032\u3002<\/li>\n<li><strong>\u958b\u6e90\u6613\u63a5\u5165<\/strong>\uff1a\u6a21\u578b\u6b0a\u91cd\u3001\u8a13\u7df4\u65b9\u6cd5 GuardPO \u540c Apache-2.0 \u6388\u6b0a\u9f4a\u5099\uff0c\u9069\u5408\u4ee3\u7406\u7522\u54c1\u7814\u767c\u540c\u5b89\u5168\u5718\u968a\u505a\u57f7\u884c\u671f\u9632\u8b77\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/yunhao-feng.github.io\/HazardAuditor\/\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/Yunhao-Feng\/HazardAuditor\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a> \u00b7 <a href=\"https:\/\/huggingface.co\/Yunhao-Feng\/HazardAuditor\" rel=\"noopener noreferrer\"><strong>\u6a21\u578b<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7576 AI Agent \u8b80\u6a94\u3001\u547c\u53eb\u5de5\u5177\u3001\u767c\u51fa\u8acb\u6c42\uff0c\u4e00\u9023\u4e32\u770b\u4f3c\u7121\u5bb3\u5605\u6b65\u96a8\u6642\u55ba\u4e32\u9023\u6210\u8ecc\u8de1\u5f8c\u5148\u8b8a\u5f97\u5371\u96aa\u3002HazardAuditor \u6b63\u6b63\u91dd\u5c0d\u5462\u500b\u76f2\u9ede\uff0c\u628a\u6574\u6bb5\u57f7\u884c\u7d00\u9304\u4e00\u9f4a\u5be9\u6838\u518d\u843d\u5224\u6c7a\u3002<\/p>\n","protected":false},"author":8,"featured_media":12311,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","footnotes":""},"categories":[133,116,76,127,197,38,170,190],"tags":[],"class_list":["post-12312","post","type-post","status-publish","format-standard","hentry","category-133","category-agentic","category-76","category-127","category-framework","category-38","category-170","category-openclaw"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/12312","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=12312"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/12312\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/12311"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=12312"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=12312"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=12312"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}