{"id":29419,"date":"2026-06-02T08:13:48","date_gmt":"2026-06-02T00:13:48","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=29419"},"modified":"2026-06-02T08:13:48","modified_gmt":"2026-06-02T00:13:48","slug":"%e4%bb%8e-edr-%e5%88%b0-adr%ef%bc%9aagent-%e5%ae%89%e5%85%a8%e6%ad%a3%e5%9c%a8%e8%bf%9b%e5%85%a5%e6%a3%80%e6%b5%8b%e5%93%8d%e5%ba%94%e6%97%b6%e4%bb%a3","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2026\/06\/02\/29419\/","title":{"rendered":"\u4ece EDR \u5230 ADR\uff1aAgent \u5b89\u5168\u6b63\u5728\u8fdb\u5165\u68c0\u6d4b\u54cd\u5e94\u65f6\u4ee3"},"content":{"rendered":"<div class=\"article-desc\">Agent \u8d8a\u6765\u8d8a\u50cf\u4e00\u4e2a\u80fd\u72ec\u7acb\u5de5\u4f5c\u7684\u6570\u5b57\u5458\u5de5\u3002\u65e2\u7136\u4f01\u4e1a\u4f1a\u7ed9\u5458\u5de5\u914d\u8d26\u53f7\u3001\u6743\u9650\u3001\u5ba1\u8ba1\u548c\u884c\u4e3a\u98ce\u63a7\uff0c\u90a3\u4e48\u4f01\u4e1a\u4e5f\u5fc5\u987b\u7ed9 Agent 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\u8fd9\u7bc7\u8bba\u6587\u91cd\u70b9\u8ba8\u8bba\u7684\u662f MCP \u573a\u666f\u3002<\/p>\n<p>MCP\uff0c\u4e5f\u5c31\u662f Model Context Protocol\uff0c\u662f\u4e00\u79cd\u8ba9\u5927\u6a21\u578b\u8fde\u63a5\u5916\u90e8\u5de5\u5177\u3001\u7cfb\u7edf\u548c\u4e0a\u4e0b\u6587\u6570\u636e\u7684\u6807\u51c6\u63a5\u53e3\u3002<\/p>\n<p>\u901a\u8fc7 MCP\uff0cAgent \u53ef\u4ee5\u8c03\u7528\u6587\u4ef6\u7cfb\u7edf\u3001\u6570\u636e\u5e93\u3001\u4ee3\u7801\u4ed3\u5e93\u3001Jira\u3001Slack\u3001\u4e91\u670d\u52a1\u3001\u6d4f\u89c8\u5668\u7b49\u5916\u90e8\u80fd\u529b\u3002<\/p>\n<p>\u8bba\u6587\u4e2d\u63d0\u5230\uff0c\u5728\u5178\u578b\u5de5\u4f5c\u6d41\u4e2d\uff0cCursor\u3001Claude CLI \u8fd9\u7c7b MCP Host \u4f1a\u8fde\u63a5\u591a\u4e2a MCP Server\uff0c\u800c\u6bcf\u4e2a Server \u53c8\u4f1a\u66b4\u9732\u4e0d\u540c\u5de5\u5177\u80fd\u529b\uff0c\u4f8b\u5982\u6587\u4ef6 I\/O\u3001API \u8c03\u7528\u3001\u6570\u636e\u5e93\u8bbf\u95ee\u7b49\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s2.51cto.com\/oss\/202606\/01\/294668d88f65aee0198685aa1732c006d13fec.webp\" data-type=\"block\" \/><\/p>\n<p>\u8fd9\u610f\u5473\u7740 Agent \u7684\u653b\u51fb\u9762\u4e0d\u518d\u53ea\u662f prompt\u3002<\/p>\n<p>\u653b\u51fb\u8005\u53ef\u4ee5\u901a\u8fc7\u6076\u610f\u7f51\u9875\u3001\u90ae\u4ef6\u3001\u6587\u6863\u3001Jira \u5de5\u5355\u3001RAG \u77e5\u8bc6\u5e93\u5185\u5bb9\u690d\u5165\u9690\u85cf\u6307\u4ee4\uff0c\u8ba9 Agent \u5728\u8bfb\u53d6\u5916\u90e8\u5185\u5bb9\u540e\u504f\u79bb\u7528\u6237\u539f\u59cb\u610f\u56fe\u3002\u653b\u51fb\u8005\u4e5f\u53ef\u4ee5\u6c61\u67d3 MCP Server\u3001\u4f2a\u88c5\u5de5\u5177\u63cf\u8ff0\u3001\u52ab\u6301\u5de5\u5177\u8c03\u7528\u94fe\u8def\uff0c\u751a\u81f3\u8bf1\u5bfc Agent \u8c03\u7528\u672c\u4e0d\u8be5\u8c03\u7528\u7684\u9ad8\u5371\u5de5\u5177\u3002<\/p>\n<p>\u5728\u4f20\u7edf\u8f6f\u4ef6\u7cfb\u7edf\u91cc\uff0c\u4e00\u4e2a API \u662f\u5426\u5371\u9669\uff0c\u4e3b\u8981\u770b\u5b83\u6709\u6ca1\u6709\u9274\u6743\u6f0f\u6d1e\u3001\u6ce8\u5165\u6f0f\u6d1e\u3001\u8d8a\u6743\u6f0f\u6d1e\u3002<\/p>\n<p>\u4f46\u5728 Agent \u573a\u666f\u91cc\uff0c\u8fd8\u8981\u591a\u95ee\u4e00\u4e2a\u95ee\u9898\uff1a\u8fd9\u4e2a API \u88ab\u6a21\u578b\u81ea\u4e3b\u8c03\u7528\u65f6\uff0c\u662f\u5426\u4f1a\u88ab\u8bed\u4e49\u8bf1\u5bfc\u6ee5\u7528\uff1f<\/p>\n<p>\u6bd4\u5982\u4e00\u4e2a\u00a0read_file\u00a0\u5de5\u5177\uff0c\u672c\u8eab\u53ef\u80fd\u53ea\u662f\u8bfb\u53d6\u672c\u5730\u6587\u4ef6\u3002\u653e\u5728\u666e\u901a\u8f6f\u4ef6\u91cc\uff0c\u5b83\u9700\u8981\u68c0\u67e5\u8def\u5f84\u7a7f\u8d8a\u3001\u6743\u9650\u8fb9\u754c\u548c\u654f\u611f\u76ee\u5f55\u8bbf\u95ee\u3002\u653e\u5728 Agent \u91cc\uff0c\u5b83\u8fd8\u8981\u8003\u8651\u53e6\u4e00\u4e2a\u95ee\u9898\uff1aAgent \u4f1a\u4e0d\u4f1a\u5728\u201c\u603b\u7ed3\u7f51\u9875\u201d\u7684\u4efb\u52a1\u91cc\uff0c\u88ab\u7f51\u9875\u9690\u85cf\u6307\u4ee4\u8bf1\u5bfc\u53bb\u8bfb\u53d6\u00a0.env\u3001SSH key \u6216\u4e91\u51ed\u8bc1\uff1f<\/p>\n<p>\u8fd9\u5c31\u662f MCP \u5b89\u5168\u533a\u522b\u4e8e\u4f20\u7edf API \u5b89\u5168\u7684\u5730\u65b9\u3002MCP Server \u65e2\u662f\u670d\u52a1\uff0c\u4e5f\u662f Agent \u7684\u201c\u624b\u201d\u3002\u5de5\u5177\u8d8a\u591a\uff0cAgent \u8d8a\u5f3a\uff1b\u4f46\u5de5\u5177\u6743\u9650\u8d8a\u5927\uff0cAgent \u88ab\u8bf1\u5bfc\u540e\u9020\u6210\u7684\u7834\u574f\u4e5f\u8d8a\u5927\u3002<\/p>\n<h4>ADR \u7684\u6838\u5fc3\u601d\u8def\uff1a\u7ed9 Agent \u5b89\u88c5\u4e00\u5957\u68c0\u6d4b\u54cd\u5e94\u7cfb\u7edf<\/h4>\n<p>ADR \u7684\u67b6\u6784\u7531\u4e09\u4e2a\u90e8\u5206\u7ec4\u6210\uff1aSensor\u3001Detector\u00a0\u548c\u00a0Explorer\u3002<\/p>\n<p>(1) Sensor \u8d1f\u8d23\u91c7\u96c6 Agent \u884c\u4e3a\u9065\u6d4b\u3002<\/p>\n<p>\u5b83\u4e0d\u662f\u53ea\u770b\u7cfb\u7edf\u65e5\u5fd7\uff0c\u800c\u662f\u89e3\u6790 Cursor\u3001Cline\u3001Claude Code \u7b49\u5de5\u5177\u5728\u672c\u5730\u7559\u4e0b\u7684 SQLite \u6570\u636e\u5e93\u548c JSONL \u7f13\u5b58\uff0c\u91cd\u5efa\u5b8c\u6574 Agent \u4f1a\u8bdd\u3002\u5b83\u91c7\u96c6\u7528\u6237 prompt\u3001Agent reasoning\u3001MCP tool invocation\u3001\u73af\u5883\u4e0a\u4e0b\u6587\uff0c\u5305\u62ec MCP Server \u914d\u7f6e\u548c pip\/npm \u5305\u4fe1\u606f\u3002\u8bba\u6587\u4e2d\u63d0\u5230\uff0c\u8fd9\u4e2a Sensor \u6309\u5c0f\u65f6\u8fd0\u884c\uff0c\u5e73\u5747\u6bcf\u6b21\u8fd0\u884c\u8017\u65f6 0.182 \u79d2\u3002<\/p>\n<p>(2) Detector \u8d1f\u8d23\u5728\u7ebf\u68c0\u6d4b\u3002<\/p>\n<p>\u5b83\u91c7\u7528\u4e24\u7ea7\u67b6\u6784\uff1a\u7b2c\u4e00\u5c42\u662f\u8f7b\u91cf\u7ea7 LLM triage\uff0c\u7528\u6765\u5feb\u901f\u7b5b\u6389\u660e\u663e\u5b89\u5168\u7684\u4f1a\u8bdd\uff0c\u628a\u53ef\u7591\u4e8b\u4ef6\u5347\u7ea7\uff1b\u7b2c\u4e8c\u5c42\u662f\u66f4\u91cd\u7684 reasoning agent\uff0c\u7528\u6765\u505a\u6df1\u5ea6\u8bed\u4e49\u5206\u6790\u3002\u8fd9\u4e2a reasoning agent \u53ef\u4ee5\u52a8\u6001\u8c03\u7528\u4e09\u7c7b\u4f01\u4e1a\u4e0a\u4e0b\u6587\uff1a\u6e90\u4ee3\u7801\u68c0\u67e5 MCP\u3001\u5a01\u80c1\u60c5\u62a5 MCP \u548c\u7b56\u7565\u9a8c\u8bc1 MCP\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u5b83\u4e0d\u53ea\u662f\u5224\u65ad\u6587\u672c\u662f\u5426\u5371\u9669\uff0c\u8fd8\u4f1a\u53bb\u770b\u67d0\u4e2a\u5de5\u5177\u7684\u6e90\u7801\u5230\u5e95\u505a\u4e86\u4ec0\u4e48\uff0c\u67d0\u4e2a\u884c\u4e3a\u662f\u5426\u7b26\u5408\u5df2\u77e5\u653b\u51fb\u6280\u672f\uff0c\u67d0\u4e2a\u64cd\u4f5c\u662f\u5426\u8fdd\u53cd\u4f01\u4e1a\u5185\u90e8\u7b56\u7565\u3002<\/p>\n<p>(3) Explorer \u8d1f\u8d23\u79bb\u7ebf\u7ea2\u961f\u3002<\/p>\n<p>\u5b83\u4f1a\u7cfb\u7edf\u5316\u751f\u6210\u653b\u51fb\u53d8\u4f53\uff0c\u5728\u6c99\u7bb1\u4e2d\u6267\u884c\u548c\u8bc4\u4f30\uff0c\u518d\u628a\u9ad8\u4ef7\u503c\u653b\u51fb\u6a21\u5f0f\u6c89\u6dc0\u5230\u5a01\u80c1\u60c5\u62a5\u5e93\u4e2d\uff0c\u53cd\u8fc7\u6765\u589e\u5f3a\u5728\u7ebf\u68c0\u6d4b\u3002\u8bba\u6587\u628a\u8fd9\u4e2a\u8fc7\u7a0b\u8bbe\u8ba1\u6210\u4e00\u4e2a\u6f14\u5316\u641c\u7d22\u8fc7\u7a0b\uff0c\u653b\u51fb\u6837\u672c\u4f1a\u6839\u636e\u6267\u884c\u6df1\u5ea6\u3001\u8bed\u4e49\u81ea\u7136\u5ea6\u548c\u5f71\u54cd\u7a0b\u5ea6\u88ab\u6253\u5206\uff0c\u5f97\u5206\u66f4\u9ad8\u7684\u653b\u51fb\u53d8\u4f53\u4f1a\u7ee7\u7eed\u53d8\u5f02\u548c\u6d4b\u8bd5\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s2.51cto.com\/oss\/202606\/01\/5335a15486b880d0115108dbf4839f90222ec5.webp\" data-type=\"block\" \/><\/p>\n<p>\u8fd9\u4e2a\u67b6\u6784\u771f\u6b63\u6709\u4ef7\u503c\u7684\u5730\u65b9\uff0c\u662f\u5b83\u628a Agent \u5b89\u5168\u505a\u6210\u4e86\u4e00\u4e2a\u7c7b\u4f3c SOC \u7684\u8fd0\u884c\u4f53\u7cfb\u3002<\/p>\n<p>Sensor \u50cf\u65e5\u5fd7\u91c7\u96c6\u548c\u53d6\u8bc1\u7cfb\u7edf\uff0cDetector \u50cf\u5b89\u5168\u5206\u6790\u548c\u544a\u8b66\u7cfb\u7edf\uff0cExplorer \u50cf\u5185\u90e8\u7ea2\u961f\u548c\u68c0\u6d4b\u5de5\u7a0b\u7cfb\u7edf\u3002<\/p>\n<p>\u6700\u7ec8\u76ee\u6807\u4e0d\u662f\u7b80\u5355\u62e6\u622a\u67d0\u4e2a prompt\uff0c\u800c\u662f\u6301\u7eed\u53d1\u73b0\u3001\u5206\u6790\u3001\u54cd\u5e94\u548c\u590d\u76d8 Agent \u884c\u4e3a\u4e2d\u7684\u5b89\u5168\u98ce\u9669\u3002<\/p>\n<p>\u8fd9\u548c EDR\/XDR \u7684\u6f14\u8fdb\u903b\u8f91\u975e\u5e38\u76f8\u4f3c\u3002<\/p>\n<p>EDR \u4e0d\u662f\u6740\u6bd2\u8f6f\u4ef6\u7684\u7b80\u5355\u5347\u7ea7\uff0c\u800c\u662f\u628a\u7ec8\u7aef\u5b89\u5168\u4ece\u201c\u67e5\u6740\u6076\u610f\u6837\u672c\u201d\u63a8\u8fdb\u5230\u201c\u6301\u7eed\u68c0\u6d4b\u7ec8\u7aef\u884c\u4e3a\u201d\u3002XDR \u4e5f\u4e0d\u662f\u591a\u63a5\u51e0\u4e2a\u65e5\u5fd7\u6e90\uff0c\u800c\u662f\u628a\u4e0d\u540c\u5b89\u5168\u57df\u7684\u4e8b\u4ef6\u5173\u8054\u6210\u653b\u51fb\u94fe\u3002<\/p>\n<p>ADR \u7684\u76ee\u6807\u4e5f\u7c7b\u4f3c\uff0c\u5b83\u8bd5\u56fe\u628a Agent \u5b89\u5168\u4ece\u201c\u68c0\u6d4b\u8f93\u5165\u8f93\u51fa\u5185\u5bb9\u201d\u63a8\u8fdb\u5230\u201c\u6301\u7eed\u68c0\u6d4b Agent \u884c\u4e3a\u94fe\u201d\u3002<\/p>\n<h4>ADR-Bench\uff1a\u628a Agent \u653b\u51fb\u4ece\u63d0\u793a\u6ce8\u5165\u6269\u5c55\u5230\u4f01\u4e1a\u653b\u51fb\u94fe<\/h4>\n<p>\u8bba\u6587\u7684\u53e6\u4e00\u4e2a\u8d21\u732e\u662f ADR-Bench\u3002<\/p>\n<p>\u8fd9\u5957 Benchmark \u5305\u542b 302 \u4e2a\u4efb\u52a1\u3001133 \u4e2a MCP Server\u3001729 \u4e2a\u5de5\u5177\uff0c\u8986\u76d6 17 \u79cd\u653b\u51fb\u6280\u672f\u548c 5 \u5927\u6218\u672f\u3002\u4efb\u52a1\u4e2d\u6709 42 \u4e2a\u6076\u610f\u4efb\u52a1\u3001260 \u4e2a\u826f\u6027\u4efb\u52a1\uff0c\u6076\u610f\u6bd4\u4f8b\u53ea\u6709 13.9%\u3002\u8fd9\u4e2a\u6bd4\u4f8b\u5f88\u91cd\u8981\uff0c\u56e0\u4e3a\u5b83\u66f4\u63a5\u8fd1\u771f\u5b9e\u4f01\u4e1a\u73af\u5883\uff1a\u7edd\u5927\u591a\u6570 Agent \u4f1a\u8bdd\u90fd\u662f\u6b63\u5e38\u7684\uff0c\u771f\u6b63\u6076\u610f\u6216\u9ad8\u98ce\u9669\u4e8b\u4ef6\u975e\u5e38\u5c11\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s2.51cto.com\/oss\/202606\/01\/554133e43f3d402170085314988e478902eca5.webp\" data-type=\"block\" \/><\/p>\n<p>ADR-Bench \u7684\u653b\u51fb\u5206\u7c7b\u4e5f\u5f88\u6709\u542f\u53d1\u3002<\/p>\n<p>\u5b83\u4e0d\u662f\u53ea\u56f4\u7ed5 prompt injection \u5c55\u5f00\uff0c\u800c\u662f\u628a MCP Agent \u653b\u51fb\u5206\u6210\u00a0Initial Access &amp; Execution\u3001Permission Abuse\u3001Security Control Bypass\u3001Reasoning &amp; Data Manipulation\u3001Operational Impact\u00a0\u4e94\u7c7b\u6218\u672f\u3002<\/p>\n<p>\u5177\u4f53\u6280\u672f\u5305\u62ec\u95f4\u63a5\u63d0\u793a\u6ce8\u5165\u3001Tool Rug Pull\u3001Tool Shadowing\u3001\u63a7\u5236\u6d41\u52ab\u6301\u3001\u6076\u610f Agent \u5408\u8c0b\u3001\u4ee3\u7801\u89e3\u91ca\u5668\u6ee5\u7528\u3001\u4f9b\u5e94\u94fe\u6c61\u67d3\u7b49\u3002<\/p>\n<p>\u8bba\u6587\u8ba4\u4e3a\uff0c\u8fc7\u53bb\u5f88\u591a Agent \u5b89\u5168 Benchmark \u53ea\u8986\u76d6\u5c11\u91cf\u6280\u672f\uff0c\u7f3a\u5c11 MCP \u4e0a\u4e0b\u6587\uff0c\u4e5f\u6ca1\u6709\u771f\u5b9e\u4f01\u4e1a\u91cc\u201c\u826f\u6027\u6d41\u91cf\u5360\u7edd\u5927\u591a\u6570\u201d\u7684\u7c7b\u522b\u4e0d\u5747\u8861\u7279\u5f81\u3002<\/p>\n<p>\u8fd9\u80cc\u540e\u5176\u5b9e\u662f Agent \u5b89\u5168\u89c2\u7684\u53d8\u5316\u3002<\/p>\n<p>\u5982\u679c\u6211\u4eec\u53ea\u770b\u6a21\u578b\u56de\u7b54\uff0c\u90a3\u653b\u51fb\u5206\u7c7b\u81ea\u7136\u4f1a\u56f4\u7ed5\u8d8a\u72f1\u3001\u8fdd\u89c4\u5185\u5bb9\u3001\u62d2\u7b54\u7ed5\u8fc7\u5c55\u5f00\u3002<\/p>\n<p>\u4f46\u5982\u679c\u6211\u4eec\u770b Agent \u884c\u4e3a\u94fe\uff0c\u653b\u51fb\u5206\u7c7b\u5c31\u4f1a\u66f4\u63a5\u8fd1\u4f01\u4e1a\u653b\u9632\uff1a\u653b\u51fb\u8005\u5982\u4f55\u8fdb\u5165\u4e0a\u4e0b\u6587\uff0c\u5982\u4f55\u8bf1\u5bfc\u5de5\u5177\u8c03\u7528\uff0c\u5982\u4f55\u6ee5\u7528\u6743\u9650\uff0c\u5982\u4f55\u7ed5\u8fc7\u5b89\u5168\u63a7\u5236\uff0c\u5982\u4f55\u64cd\u7eb5\u63a8\u7406\u8fc7\u7a0b\uff0c\u6700\u540e\u5982\u4f55\u9020\u6210\u6570\u636e\u6cc4\u9732\u6216\u4e1a\u52a1\u7834\u574f\u3002<\/p>\n<p>\u8fd9\u4e5f\u662f ADR \u76f8\u6bd4\u4f20\u7edf\u5185\u5bb9\u62a4\u680f\u66f4\u8fdb\u4e00\u6b65\u7684\u5730\u65b9\u3002<\/p>\n<p>\u5b83\u4e0d\u662f\u5728\u95ee\u201c\u8fd9\u53e5\u8bdd\u5b89\u5168\u5417\u201d\uff0c\u800c\u662f\u5728\u95ee\u201c\u8fd9\u6761 Agent \u884c\u4e3a\u94fe\u662f\u5426\u504f\u79bb\u4e86\u7528\u6237\u610f\u56fe\u548c\u4f01\u4e1a\u5b89\u5168\u8fb9\u754c\u201d\u3002<\/p>\n<h4>\u5b9e\u9a8c\u7ed3\u679c\uff1aADR \u7684\u91cd\u70b9\u4e0d\u662f\u6781\u9650\u53ec\u56de\uff0c\u800c\u662f\u751f\u4ea7\u53ef\u7528<\/h4>\n<p>\u5728 ADR-Bench \u4e0a\uff0cADR \u7684 Precision \u8fbe\u5230 1.000\uff0cRecall \u4e3a 0.667\uff0cF1 \u4e3a 0.800\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u5b83\u5728 42 \u4e2a\u653b\u51fb\u4e2d\u68c0\u6d4b\u51fa 28 \u4e2a\uff0c\u5e76\u4e14\u6ca1\u6709\u8bef\u62a5\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0cALRPHFS\u3001GuardAgent\u3001LlamaFirewall \u5206\u522b\u8bef\u62a5\u4e86 34\u300130\u300140 \u4e2a\u826f\u6027\u4efb\u52a1\uff0cPrecision \u5206\u522b\u53ea\u6709 0.333\u30010.231\u30010.167\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s2.51cto.com\/oss\/202606\/01\/534af0e5115e63d04f85279b8982b844637c19.webp\" data-type=\"block\" \/><\/p>\n<p>\u8fd9\u4e2a\u7ed3\u679c\u8981\u51b7\u9759\u770b\u3002<\/p>\n<p>ADR \u4e0d\u662f\u6240\u6709\u6307\u6807\u90fd\u6700\u9ad8\u3002\u5b83\u7684 Recall \u53ea\u6709 0.667\uff0c\u610f\u5473\u7740\u8fd8\u6709\u4e09\u5206\u4e4b\u4e00\u653b\u51fb\u6ca1\u6709\u68c0\u51fa\u3002\u4f46\u8bba\u6587\u660e\u786e\u9009\u62e9\u4e86 precision-first \u7684\u751f\u4ea7\u7b56\u7565\uff0c\u56e0\u4e3a\u4f01\u4e1a\u544a\u8b66\u4e00\u65e6\u8bef\u62a5\uff0c\u5c31\u4f1a\u6d88\u8017\u5b89\u5168\u56e2\u961f\u7684\u4eba\u5de5\u54cd\u5e94\u6210\u672c\u3002\u5bf9\u4e8e\u6bcf\u5929\u4e0a\u4e07 Agent \u4f1a\u8bdd\u7684\u751f\u4ea7\u73af\u5883\u6765\u8bf4\uff0c\u4e00\u4e2a\u9ad8\u53ec\u56de\u4f46\u9ad8\u8bef\u62a5\u7684\u7cfb\u7edf\uff0c\u5f88\u53ef\u80fd\u65e0\u6cd5\u8fd0\u8425\u3002<\/p>\n<p>\u5728 AgentDojo \u8fd9\u4e2a\u516c\u5f00\u63d0\u793a\u6ce8\u5165 Benchmark \u4e0a\uff0cADR \u7684\u8868\u73b0\u66f4\u5f3a\uff0cPrecision \u4e3a 0.927\uff0cRecall \u4e3a 1.000\uff0cF1 \u4e3a 0.962\uff0c\u53ea\u4ea7\u751f 3 \u4e2a\u8bef\u62a5\u3002\u8fd9\u4e2a\u7ed3\u679c\u8bf4\u660e\uff0cADR \u5bf9\u63d0\u793a\u6ce8\u5165\u7c7b\u653b\u51fb\u5177\u5907\u8f83\u5f3a\u8bc6\u522b\u80fd\u529b\uff1b\u4f46\u5728\u66f4\u590d\u6742\u7684\u4f01\u4e1a MCP \u653b\u51fb\u94fe\u4e2d\uff0c\u5b83\u9009\u62e9\u4e86\u66f4\u4fdd\u5b88\u7684\u544a\u8b66\u7b56\u7565\u3002<\/p>\n<p>\u6d88\u878d\u5b9e\u9a8c\u4e5f\u5f88\u503c\u5f97\u5173\u6ce8\u3002\u53bb\u6389 triage \u540e\uff0cRecall \u4ece 0.667 \u63d0\u5347\u5230 0.805\uff0cF1 \u4ece 0.800 \u63d0\u5347\u5230 0.868\uff0c\u4f46 Precision \u4ece 1.000 \u964d\u5230 0.943\uff0c\u6210\u672c\u63d0\u9ad8 29%\uff0c\u5ef6\u8fdf\u63d0\u9ad8 52%\u3002\u8fd9\u8bf4\u660e triage \u5c42\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u8fd0\u8425\u6210\u672c\u63a7\u5236\u5668\u3002\u5b83\u5e76\u4e0d\u662f\u4e3a\u4e86\u8ba9\u6a21\u578b\u66f4\u806a\u660e\uff0c\u800c\u662f\u4e3a\u4e86\u5728\u5927\u89c4\u6a21\u6d41\u91cf\u4e0b\u63a7\u5236\u6210\u672c\u548c\u8bef\u62a5\u3002<\/p>\n<p>\u66f4\u5173\u952e\u7684\u662f\uff0c\u53bb\u6389 Source Code MCP \u540e\u6027\u80fd\u4e0b\u964d\u6700\u5927\u3002Recall \u4ece 0.667 \u964d\u5230 0.571\uff0cF1 \u4ece 0.800 \u964d\u5230 0.676\u3002\u8fd9\u4e2a\u7ed3\u679c\u975e\u5e38\u91cd\u8981\uff0c\u5b83\u8bf4\u660e MCP Agent \u5b89\u5168\u4e0d\u80fd\u53ea\u770b prompt\uff0c\u4e5f\u4e0d\u80fd\u53ea\u770b\u5de5\u5177\u540d\u79f0\u548c\u63cf\u8ff0\u3002\u5f88\u591a\u653b\u51fb\u5fc5\u987b\u7406\u89e3\u5de5\u5177\u6e90\u7801\u548c\u771f\u5b9e\u5b9e\u73b0\uff0c\u624d\u80fd\u5224\u65ad\u8fd9\u4e2a\u5de5\u5177\u5230\u5e95\u5728\u505a\u4ec0\u4e48\u3002<\/p>\n<p>\u6362\u53e5\u8bdd\u8bf4\uff0cAgent \u5b89\u5168\u4e0d\u662f\u7eaf\u6587\u672c\u5206\u7c7b\u95ee\u9898\uff0c\u800c\u662f\u8bed\u4e49\u3001\u4ee3\u7801\u3001\u6743\u9650\u3001\u884c\u4e3a\u94fe\u548c\u4f01\u4e1a\u7b56\u7565\u7684\u7efc\u5408\u5206\u6790\u95ee\u9898\u3002<\/p>\n<h4>\u771f\u5b9e\u90e8\u7f72\uff1a\u6700\u6709\u4ef7\u503c\uff0c\u4e5f\u6700\u80fd\u770b\u51fa\u95ee\u9898<\/h4>\n<p>\u8fd9\u7bc7\u8bba\u6587\u6700\u6709\u8bf4\u670d\u529b\u7684\u5730\u65b9\uff0c\u662f\u5b83\u4e0d\u662f\u7eaf\u5b9e\u9a8c\u5ba4\u7cfb\u7edf\u3002<\/p>\n<p>\u4f5c\u8005\u79f0 ADR \u5df2\u7ecf\u5728 Uber \u5185\u90e8\u90e8\u7f72\u8d85\u8fc7 10 \u4e2a\u6708\uff0c\u8986\u76d6\u4f01\u4e1a MacBook \u7ec8\u7aef\uff0c\u5305\u62ec Intel \u548c ARM \u8bbe\u5907\u3002\u7cfb\u7edf\u5728\u751f\u4ea7\u73af\u5883\u4e2d\u6700\u9ad8\u8fbe\u5230\u6bcf\u5929\u5904\u7406\u8d85\u8fc7 1 \u4e07\u4e2a Agent \u4f1a\u8bdd\uff0c\u5e76\u4e14\u53d1\u73b0\u4e86\u6570\u767e\u4e2a\u9ad8\u5371\u51ed\u8bc1\u66b4\u9732\uff0c\u8986\u76d6 26 \u7c7b\u51ed\u8bc1\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s2.51cto.com\/oss\/202606\/01\/577243c8025d947b4e286302099eab399ee518.webp\" data-type=\"block\" \/><\/p>\n<p>\u4f46\u771f\u5b9e\u73af\u5883\u4e5f\u66b4\u9732\u4e86\u4e00\u4e2a\u4e8b\u5b9e\uff1aADR \u5e76\u4e0d\u662f\u4e00\u4e2a\u201c\u81ea\u52a8\u89e3\u51b3\u4e00\u5207\u201d\u7684\u7cfb\u7edf\u3002<\/p>\n<p>\u5728\u751f\u4ea7\u90e8\u7f72\u4e2d\uff0c\u88ab\u9001\u5230\u4eba\u5de5\u5ba1\u6838\u961f\u5217\u7684\u544a\u8b66\u91cc\uff0c34% \u88ab\u6807\u6ce8\u4e3a\u771f\u6b63\u98ce\u9669\uff0c17% \u662f\u975e\u6076\u610f\u771f\u9633\u6027\uff0c49% \u662f\u8bef\u62a5\u6216\u590d\u6742\u826f\u6027\u4f1a\u8bdd\u3002\u8bba\u6587\u89e3\u91ca\u8bf4\uff0c\u5f88\u591a\u8bef\u62a5\u6765\u81ea\u5927\u578b\u591a\u6587\u4ef6\u4ee3\u7801\u5e93\u5206\u6790\u8fd9\u7c7b\u4e0a\u4e0b\u6587\u4e30\u5bcc\u7684\u590d\u6742\u4efb\u52a1\uff1b\u800c\u771f\u5b9e\u751f\u4ea7\u73af\u5883\u91cc\u7684\u98ce\u9669\u5206\u5e03\u4e5f\u548c Benchmark \u4e0d\u4e00\u6837\uff0c\u51ed\u8bc1\u6cc4\u9732\u76f8\u5bf9\u5e38\u89c1\uff0c\u5176\u4ed6\u653b\u51fb\u7c7b\u578b\u6781\u5c11\u51fa\u73b0\u3002<\/p>\n<p>\u8fd9\u53cd\u800c\u8ba9\u8bba\u6587\u66f4\u771f\u5b9e\u3002<\/p>\n<p>\u5b89\u5168\u7cfb\u7edf\u8fdb\u5165\u751f\u4ea7\u540e\uff0c\u771f\u6b63\u7684\u95ee\u9898\u5f80\u5f80\u4e0d\u662f\u201c\u80fd\u4e0d\u80fd\u68c0\u51fa\u4e00\u4e2a\u653b\u51fb\u6837\u672c\u201d\uff0c\u800c\u662f\u80fd\u4e0d\u80fd\u627f\u53d7\u771f\u5b9e\u4e1a\u52a1\u6d41\u91cf\u3001\u771f\u5b9e\u8bef\u62a5\u3001\u771f\u5b9e\u4eba\u5de5\u5ba1\u6838\u548c\u771f\u5b9e\u6210\u672c\u3002<\/p>\n<p>ADR \u7684\u90e8\u7f72\u7ecf\u9a8c\u8bf4\u660e\uff0cAgent \u5b89\u5168\u4ea7\u54c1\u4e0d\u80fd\u53ea\u8ffd\u6c42\u6a21\u578b\u6307\u6807\uff0c\u8fd8\u8981\u8003\u8651\u544a\u8b66\u8fd0\u8425\u3001\u9690\u79c1\u5408\u89c4\u3001\u6570\u636e\u7559\u5b58\u3001\u6743\u9650\u63a7\u5236\u3001\u4eba\u5de5\u590d\u6838\u3001\u81ea\u52a8\u54cd\u5e94\u548c\u524d\u7f6e\u963b\u65ad\u3002<\/p>\n<p>\u5c24\u5176\u662f\u51ed\u8bc1\u6cc4\u9732\u573a\u666f\uff0c\u8bba\u6587\u7ed9\u51fa\u4e86\u4e00\u4e2a\u5f88\u73b0\u5b9e\u7684\u7ed3\u8bba\u3002\u5355\u9760\u68c0\u6d4b\u662f\u4e0d\u591f\u7684\uff0c\u56e0\u4e3a\u5f53\u544a\u8b66\u51fa\u73b0\u65f6\uff0c\u51ed\u8bc1\u53ef\u80fd\u5df2\u7ecf\u88ab\u53d1\u9001\u5230\u5916\u90e8\u7cfb\u7edf\u3002<\/p>\n<p>\u4e8e\u662f Uber \u53c8\u57fa\u4e8e Cursor \u548c Claude Code \u7684 Hooks \u673a\u5236\u505a\u4e86\u524d\u7f6e\u963b\u65ad\uff0c\u5728 prompt \u53d1\u9001\u524d\u7528\u6b63\u5219\u548c\u71b5\u9608\u503c\u8bc6\u522b\u6f5c\u5728 secret\u3002\u8fd9\u4e2a\u9884\u9632\u5c42\u8bc6\u522b\u4e86 212 \u4e2a\u552f\u4e00\u51ed\u8bc1\uff0c\u5176\u4e2d 206 \u4e2a\u662f\u771f\u9633\u6027\uff0c6 \u4e2a\u662f\u5047\u9633\u6027\uff0cPrecision \u8fbe\u5230 97.2%\u3002<\/p>\n<p>\u8fd9\u8bf4\u660e Agent \u5b89\u5168\u4e0d\u4f1a\u53ea\u6709\u4e00\u79cd\u6280\u672f\u8def\u7ebf\u3002<\/p>\n<p>\u5bf9\u4e8e\u51ed\u8bc1\u3001\u5bc6\u94a5\u3001Token \u8fd9\u7c7b\u6a21\u5f0f\u660e\u786e\u7684\u98ce\u9669\uff0c\u89c4\u5219\u3001\u6b63\u5219\u3001\u71b5\u68c0\u6d4b\u548c Hook \u524d\u7f6e\u963b\u65ad\u975e\u5e38\u6709\u6548\u3002\u5bf9\u4e8e\u5de5\u5177\u6ee5\u7528\u3001\u63d0\u793a\u6ce8\u5165\u3001\u6570\u636e\u5916\u4f20\u3001\u6743\u9650\u7ed5\u8fc7\u8fd9\u7c7b\u9700\u8981\u7406\u89e3\u4e0a\u4e0b\u6587\u7684\u98ce\u9669\uff0c\u5219\u9700\u8981 ADR Detector \u8fd9\u7c7b\u8bed\u4e49\u5206\u6790\u80fd\u529b\u3002<\/p>\n<p>\u771f\u6b63\u53ef\u7528\u7684\u4f01\u4e1a Agent \u5b89\u5168\u4f53\u7cfb\uff0c\u4e00\u5b9a\u662f\u89c4\u5219\u3001\u8bed\u4e49\u68c0\u6d4b\u3001\u884c\u4e3a\u94fe\u5206\u6790\u3001\u7b56\u7565\u63a7\u5236\u548c\u4eba\u5de5\u8fd0\u8425\u7684\u7ec4\u5408\u3002<\/p>\n<h4>\u4ece\u5185\u5bb9\u62a4\u680f\u5230 Agent EDR\/XDR<\/h4>\n<p>\u8fd9\u7bc7\u8bba\u6587\u7ed9\u884c\u4e1a\u6700\u5927\u7684\u542f\u53d1\uff0c\u662f Agent \u5b89\u5168\u6b63\u5728\u8131\u79bb\u5355\u4e00\u5185\u5bb9\u5b89\u5168\u89c6\u89d2\u3002<\/p>\n<p>\u8fc7\u53bb\u7684\u5927\u6a21\u578b\u62a4\u680f\u4e3b\u8981\u56f4\u7ed5\u8f93\u5165\u8f93\u51fa\u5c55\u5f00\u3002\u5b83\u89e3\u51b3\u7684\u662f\u6a21\u578b\u201c\u8bf4\u4ec0\u4e48\u201d\u7684\u95ee\u9898\u3002<\/p>\n<p>\u4f46 Agent \u5b89\u5168\u8981\u89e3\u51b3\u7684\u662f\u6a21\u578b\u201c\u505a\u4ec0\u4e48\u201d\u7684\u95ee\u9898\u3002<\/p>\n<p>\u4e00\u4e2a Agent \u7684\u98ce\u9669\uff0c\u4e0d\u4e00\u5b9a\u4f53\u73b0\u5728\u56de\u7b54\u91cc\uff0c\u800c\u53ef\u80fd\u4f53\u73b0\u5728\u5b83\u8bfb\u53d6\u4e86\u4ec0\u4e48\u6587\u4ef6\u3001\u8c03\u7528\u4e86\u4ec0\u4e48\u5de5\u5177\u3001\u628a\u4ec0\u4e48\u6570\u636e\u4f20\u7ed9\u4e86\u54ea\u4e2a\u5916\u90e8\u670d\u52a1\u3001\u662f\u5426\u5728\u7528\u6237\u610f\u56fe\u4e4b\u5916\u6267\u884c\u4e86\u989d\u5916\u64cd\u4f5c\u3001\u662f\u5426\u88ab\u5916\u90e8\u5185\u5bb9\u6539\u53d8\u4e86\u4efb\u52a1\u76ee\u6807\u3002<\/p>\n<p>\u8fd9\u8981\u6c42\u5b89\u5168\u4ea7\u54c1\u62e5\u6709\u65b0\u7684\u89c2\u6d4b\u5bf9\u8c61\u3002<\/p>\n<p>\u4f20\u7edf EDR \u89c2\u5bdf\u7684\u662f\u8fdb\u7a0b\u3001\u6587\u4ef6\u3001\u7f51\u7edc\u3001\u6ce8\u518c\u8868\u3002XDR \u89c2\u5bdf\u7684\u662f\u7ec8\u7aef\u3001\u8eab\u4efd\u3001\u90ae\u4ef6\u3001\u4e91\u3001\u7f51\u7edc\u4e4b\u95f4\u7684\u653b\u51fb\u94fe\u3002ADR \u89c2\u5bdf\u7684\u5219\u662f prompt\u3001reasoning\u3001tool call\u3001tool result\u3001MCP Server\u3001\u4ee3\u7801\u5b9e\u73b0\u3001\u6743\u9650\u7b56\u7565\u548c\u4f01\u4e1a\u4e0a\u4e0b\u6587\u4e4b\u95f4\u7684\u56e0\u679c\u94fe\u3002<\/p>\n<p>\u6240\u4ee5\uff0cADR \u4e0d\u662f\u7b80\u5355\u7ed9 Agent \u52a0\u4e00\u4e2a\u5b89\u5168\u5206\u7c7b\u5668\uff0c\u800c\u662f\u628a Agent \u5b89\u5168\u62c9\u8fdb\u4e86\u68c0\u6d4b\u54cd\u5e94\u65f6\u4ee3\u3002<\/p>\n<p>\u5982\u679c\u8bf4 EDR \u89e3\u51b3\u7684\u662f\u201c\u7ec8\u7aef\u4e0a\u53d1\u751f\u4e86\u4ec0\u4e48\u201d\uff0cXDR \u89e3\u51b3\u7684\u662f\u201c\u591a\u4e2a\u5b89\u5168\u57df\u5982\u4f55\u7ec4\u6210\u653b\u51fb\u94fe\u201d\uff0c\u90a3\u4e48 ADR \u89e3\u51b3\u7684\u5c31\u662f\u201cAgent \u4e3a\u4ec0\u4e48\u8fd9\u6837\u505a\uff0c\u4ee5\u53ca\u8fd9\u6761\u5de5\u5177\u8c03\u7528\u94fe\u662f\u5426\u6b63\u5728\u53d8\u6210\u653b\u51fb\u94fe\u201d\u3002<\/p>\n<h4>\u8fd9\u5bf9\u4f01\u4e1a Agent \u5b89\u5168\u4ea7\u54c1\u610f\u5473\u7740\u4ec0\u4e48\uff1f<\/h4>\n<p>\u5982\u679c\u4f01\u4e1a\u5f00\u59cb\u5927\u89c4\u6a21\u4f7f\u7528 Cursor\u3001Claude Code\u3001Cline\uff0c\u6216\u8005\u5185\u90e8\u81ea\u7814 Agent \u5e73\u53f0\uff0c\u90a3\u4e48\u53ea\u505a\u5927\u6a21\u578b\u7f51\u5173\u548c\u5185\u5bb9\u5ba1\u6838\u662f\u4e0d\u591f\u7684\u3002<\/p>\n<ul data-id=\"u738a58b-AZFeGLk1\">\n<li data-id=\"ld70c578-U0OWjmtk\">\u7b2c\u4e00\uff0c\u4f01\u4e1a\u9700\u8981 Agent \u7ea7\u9065\u6d4b\u3002\u81f3\u5c11\u8981\u80fd\u770b\u5230\u7528\u6237\u8f93\u5165\u3001\u6a21\u578b\u4e2d\u95f4\u51b3\u7b56\u3001\u5de5\u5177\u8c03\u7528\u3001\u5de5\u5177\u53c2\u6570\u3001\u5de5\u5177\u7ed3\u679c\u548c\u73af\u5883\u4e0a\u4e0b\u6587\u3002\u5426\u5219\u5b89\u5168\u56e2\u961f\u53ea\u80fd\u770b\u5230\u6700\u7ec8\u7cfb\u7edf\u884c\u4e3a\uff0c\u5374\u770b\u4e0d\u89c1\u884c\u4e3a\u80cc\u540e\u7684\u8bed\u4e49\u539f\u56e0\u3002<\/li>\n<li data-id=\"ld70c578-3cX4UHxW\">\u7b2c\u4e8c\uff0c\u4f01\u4e1a\u9700\u8981 MCP Server \u548c\u5de5\u5177\u5c42\u68c0\u6d4b\u3002MCP Server \u4e0d\u53ea\u662f\u4e00\u4e2a\u63a5\u53e3\u670d\u52a1\uff0c\u5b83\u662f Agent \u80fd\u529b\u8fb9\u754c\u7684\u4e00\u90e8\u5206\u3002\u68c0\u6d4b\u5bf9\u8c61\u5e94\u8be5\u5305\u62ec\u5de5\u5177\u63cf\u8ff0\u3001\u8f93\u5165 schema\u3001\u6e90\u7801\u5b9e\u73b0\u3001\u4f9d\u8d56\u5305\u3001\u6743\u9650\u8303\u56f4\u3001\u8ba4\u8bc1\u65b9\u5f0f\u3001\u6570\u636e\u8bbf\u95ee\u8fb9\u754c\u548c\u52a8\u6001\u884c\u4e3a\u3002<\/li>\n<li data-id=\"ld70c578-qjQ61U05\">\u7b2c\u4e09\uff0c\u4f01\u4e1a\u9700\u8981 Agent \u884c\u4e3a\u94fe\u5206\u6790\u3002\u5355\u4e2a\u5de5\u5177\u8c03\u7528\u53ef\u80fd\u6b63\u5e38\uff0c\u4f46\u591a\u4e2a\u5de5\u5177\u4e32\u8d77\u6765\u53ef\u80fd\u5c31\u662f\u653b\u51fb\u3002\u7f51\u9875\u8bfb\u53d6\u3001\u6587\u4ef6\u8bfb\u53d6\u3001HTTP \u8bf7\u6c42\u5206\u522b\u770b\u90fd\u4e0d\u4e00\u5b9a\u6076\u610f\uff0c\u4f46\u5982\u679c\u5b83\u4eec\u51fa\u73b0\u5728\u4e00\u4e2a\u88ab\u95f4\u63a5\u63d0\u793a\u6ce8\u5165\u89e6\u53d1\u7684\u4f1a\u8bdd\u91cc\uff0c\u5c31\u53ef\u80fd\u6784\u6210\u5b8c\u6574\u5916\u4f20\u94fe\u8def\u3002<\/li>\n<li data-id=\"ld70c578-AdaEWXPF\">\u7b2c\u56db\uff0c\u4f01\u4e1a\u9700\u8981\u7ea2\u961f\u548c\u5a01\u80c1\u60c5\u62a5\u95ed\u73af\u3002Agent \u653b\u51fb\u624b\u6cd5\u53d8\u5316\u5f88\u5feb\uff0c\u9760\u56fa\u5b9a\u89c4\u5219\u5f88\u96be\u8986\u76d6\u65b0\u578b\u653b\u51fb\u3002ADR Explorer \u7684\u4ef7\u503c\u5728\u4e8e\u628a\u7ea2\u961f\u6d4b\u8bd5\u53d8\u6210\u68c0\u6d4b\u7cfb\u7edf\u7684\u4e00\u90e8\u5206\uff0c\u8ba9\u653b\u51fb\u6837\u672c\u6301\u7eed\u53cd\u54fa\u68c0\u6d4b\u903b\u8f91\u3002<\/li>\n<li data-id=\"ld70c578-XyzNKBoN\">\u7b2c\u4e94\uff0c\u4f01\u4e1a\u9700\u8981\u68c0\u6d4b\u548c\u963b\u65ad\u7ed3\u5408\u3002\u68c0\u6d4b\u9002\u5408\u590d\u6742\u8bed\u4e49\u98ce\u9669\uff0c\u963b\u65ad\u9002\u5408\u9ad8\u786e\u5b9a\u6027\u7684\u654f\u611f\u6570\u636e\u6cc4\u9732\u3002Hook\u3001Tool Gateway\u3001MCP Gateway\u3001IAM\u3001DLP\u3001\u7b56\u7565\u5f15\u64ce\u90fd\u5e94\u8be5\u6210\u4e3a Agent \u5b89\u5168\u67b6\u6784\u7684\u4e00\u90e8\u5206\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u4e5f\u610f\u5473\u7740\uff0c\u672a\u6765 Agent \u5b89\u5168\u4ea7\u54c1\u53ef\u80fd\u4f1a\u51fa\u73b0\u4e00\u4e2a\u65b0\u7684\u5206\u5c42\uff1a\u5e95\u5c42\u662f MCP Server \/ Tool \/ Skill \u7684\u4f9b\u5e94\u94fe\u626b\u63cf\uff0c\u4e2d\u95f4\u662f Agent \u4f1a\u8bdd\u9065\u6d4b\u548c\u884c\u4e3a\u94fe\u68c0\u6d4b\uff0c\u4e0a\u5c42\u662f\u7b56\u7565\u63a7\u5236\u3001\u5b9e\u65f6\u963b\u65ad\u3001\u7ea2\u84dd\u5bf9\u6297\u548c SOC \u544a\u8b66\u8fd0\u8425\u3002<\/p>\n<p>\u5185\u5bb9\u62a4\u680f\u4ecd\u7136\u91cd\u8981\uff0c\u4f46\u5b83\u53ea\u662f Agent \u5b89\u5168\u7684\u4e00\u90e8\u5206\u3002<\/p>\n<h4>\u5199\u5728\u6700\u540e<\/h4>\n<p>ADR \u8fd9\u7bc7\u8bba\u6587\u6700\u91cd\u8981\u7684\u5730\u65b9\uff0c\u4e0d\u662f\u63d0\u51fa\u4e86\u4e00\u4e2a\u6307\u6807\u66f4\u9ad8\u7684\u68c0\u6d4b\u6a21\u578b\uff0c\u800c\u662f\u63d0\u51fa\u4e86\u4e00\u4e2a\u65b0\u7684\u5b89\u5168\u4ea7\u54c1\u65b9\u5411\u3002<\/p>\n<p>\u5f53 Agent \u8fd8\u53ea\u662f\u804a\u5929\u52a9\u624b\u65f6\uff0c\u8f93\u5165\u8f93\u51fa\u68c0\u6d4b\u5c31\u80fd\u8986\u76d6\u5927\u90e8\u5206\u98ce\u9669\u3002\u5f53 Agent \u5f00\u59cb\u8fde\u63a5\u5de5\u5177\u3001\u8c03\u7528 MCP Server\u3001\u8bbf\u95ee\u4f01\u4e1a\u7cfb\u7edf\u3001\u6267\u884c\u771f\u5b9e\u64cd\u4f5c\u65f6\uff0c\u5b89\u5168\u4f53\u7cfb\u5fc5\u987b\u4ece\u201c\u5185\u5bb9\u68c0\u6d4b\u201d\u5347\u7ea7\u4e3a\u201c\u884c\u4e3a\u68c0\u6d4b\u201d\u3002<\/p>\n<p>\u8fd9\u5c31\u662f\u4ece EDR \u5230 ADR \u7684\u5173\u952e\u8f6c\u53d8\u3002<\/p>\n<p>\u4f20\u7edf EDR \u8ba9\u4f01\u4e1a\u770b\u89c1\u7ec8\u7aef\u884c\u4e3a\uff0cXDR \u8ba9\u4f01\u4e1a\u770b\u89c1\u8de8\u57df\u653b\u51fb\u94fe\uff0c\u800c ADR \u8981\u8ba9\u4f01\u4e1a\u770b\u89c1 Agent \u7684\u610f\u56fe\u3001\u63a8\u7406\u3001\u5de5\u5177\u8c03\u7528\u548c\u884c\u4e3a\u540e\u679c\u3002<\/p>\n<p>Agent \u8d8a\u6765\u8d8a\u50cf\u4e00\u4e2a\u80fd\u72ec\u7acb\u5de5\u4f5c\u7684\u6570\u5b57\u5458\u5de5\u3002\u65e2\u7136\u4f01\u4e1a\u4f1a\u7ed9\u5458\u5de5\u914d\u8d26\u53f7\u3001\u6743\u9650\u3001\u5ba1\u8ba1\u548c\u884c\u4e3a\u98ce\u63a7\uff0c\u90a3\u4e48\u4f01\u4e1a\u4e5f\u5fc5\u987b\u7ed9 Agent \u914d\u4e00\u5957\u68c0\u6d4b\u4e0e\u54cd\u5e94\u4f53\u7cfb\u3002<\/p>\n<p>Agent \u5b89\u5168\u7684\u4e0b\u4e00\u9636\u6bb5\uff0c\u4e0d\u53ea\u662f\u66f4\u5f3a\u7684\u62a4\u680f\uff0c\u800c\u662f\u66f4\u5b8c\u6574\u7684\u8fd0\u884c\u65f6\u5b89\u5168\u6cbb\u7406\u3002<\/p>\n<p>\u4ece\u8fd9\u4e2a\u610f\u4e49\u4e0a\u770b\uff0cADR \u4e0d\u662f\u4e00\u4e2a\u5b64\u7acb\u8bba\u6587\u6982\u5ff5\uff0c\u800c\u662f\u4e00\u4e2a\u4fe1\u53f7\uff1a\u4f01\u4e1a Agent \u5b89\u5168\u6b63\u5728\u8fdb\u5165\u81ea\u5df1\u7684\u68c0\u6d4b\u54cd\u5e94\u65f6\u4ee3\u3002<\/p>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_29419\" class=\"pvc_stats total_only  \" data-element-id=\"29419\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 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