{"id":93464,"date":"2026-08-12T16:48:56","date_gmt":"2026-08-12T08:48:56","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/93464.html"},"modified":"2026-08-12T16:48:56","modified_gmt":"2026-08-12T08:48:56","slug":"adr-agentic-ai-detection-and-response","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/93464.html","title":{"rendered":"ADR: Agentic AI Detection and Response"},"content":{"rendered":"<p>ADR&#xff08;\u667a\u80fd\u4f53AI\u68c0\u6d4b\u4e0e\u54cd\u5e94&#xff09;\u662f\u4e00\u4e2a\u9762\u5411AI\u667a\u80fd\u4f53\u7684\u4f01\u4e1a\u5b89\u5168\u7cfb\u7edf\u3002\u5b83\u5e2e\u52a9\u7ec4\u7ec7\u4fdd\u62a4\u9762\u5411\u5458\u5de5\u7684\u667a\u80fd\u4f53&#xff0c;\u5982Cursor\u3001Claude Code\u548cCodex&#xff0c;\u4ee5\u53ca\u9762\u5411\u5ba2\u6237\u7684\u667a\u80fd\u4f53&#xff0c;\u5982AI\u5ba2\u670d\u52a9\u624b\u3002<\/p>\n<\/p>\n<p>ADR (Agentic AI Detection and Response) is an enterprise security system for AI agents. It helps organizations secure employee-facing agents such as Cursor, Claude Code, and Codex, as well as customer-facing agents such as AI support agents.<\/p>\n<p>\u5df2\u7ecf\u5728 Uber \u90e8\u7f72\u4e86<\/p>\n<p>GitHub &#8211; uber\/ADR: ADR secures enterprise AI agents through observability, security benchmarking, and threat detection. Deployed at Uber. \u00b7 GitHub<\/p>\n<p>\u8bba\u6587\u5730\u5740<\/p>\n<p>[2605.17380] ADR: An Agentic Detection System for Enterprise Agentic AI Security<\/p>\n<h3>How ADR secures enterprise AI agents<\/h3>\n<\/p>\n<p>ADR \u901a\u8fc7\u56db\u9879\u4e92\u8865\u80fd\u529b\u6765\u4fdd\u969c\u4f01\u4e1a\u7ea7 AI \u667a\u80fd\u4f53\u7684\u5b89\u5168&#xff1a;\u89c2\u5bdf\u667a\u80fd\u4f53\u6d3b\u52a8\u3001\u8bc4\u4f30\u9632\u5fa1\u63aa\u65bd\u3001\u68c0\u6d4b\u5a01\u80c1\u4ee5\u53ca\u963b\u6b62\u4e0d\u5b89\u5168\u884c\u4e3a\u3002<\/p>\n<li>ADR \u53ef\u89c2\u6d4b\u6027&#xff1a;\u4e86\u89e3 AI \u667a\u80fd\u4f53\u6b63\u5728\u505a\u4ec0\u4e48\u4ee5\u53ca\u4e3a\u4ec0\u4e48\u8fd9\u6837\u505a\u3002 \u5728\u751f\u4ea7\u73af\u5883\u4e2d&#xff0c;ADR \u80fd\u591f\u6355\u83b7\u667a\u80fd\u4f53\u7684\u610f\u56fe\u3001\u5de5\u5177\u4f7f\u7528\u60c5\u51b5\u548c\u6267\u884c\u8f68\u8ff9&#xff0c;\u8986\u76d6 macOS\u3001Linux \u548c Windows \u4e0a\u7684 7 \u79cd\u4ee5\u4e0a AI \u7f16\u7a0b\u5de5\u5177&#xff0c;\u4ee5\u53ca\u5185\u90e8\u81ea\u52a8\u5316\u7cfb\u7edf\u548c\u9762\u5411\u5ba2\u6237\u7684\u5ba2\u670d\u667a\u80fd\u4f53\u3002<\/li>\n<li>ADR \u57fa\u51c6\u6d4b\u8bd5&#xff1a;\u5728\u771f\u5b9e\u7684\u4f01\u4e1a\u73af\u5883\u4e0b\u6d4b\u8bd5\u667a\u80fd\u4f53\u5b89\u5168\u6027\u3002 ADR-Bench \u5305\u542b 300 \u591a\u4e2a\u4efb\u52a1\u3001133 \u4e2a MCP \u670d\u52a1\u5668&#xff0c;\u5e76\u8986\u76d6\u6240\u6709 17 \u79cd\u667a\u80fd\u4f53\u653b\u51fb\u6280\u672f\u3002<\/li>\n<li>ADR \u68c0\u6d4b&#xff1a;\u9ad8\u6548\u68c0\u6d4b\u6709\u98ce\u9669\u7684\u667a\u80fd\u4f53\u884c\u4e3a\u3002 \u5176\u53cc\u5c42\u67b6\u6784\u7ed3\u5408\u4e86\u9ad8\u53ec\u56de\u7387\u7684\u521d\u6b65\u7b5b\u9009\u548c\u5bf9\u53ef\u7591\u4f1a\u8bdd\u7684\u6df1\u5ea6\u667a\u80fd\u4f53\u63a8\u7406\u3002<\/li>\n<li>ADR \u9632\u62a4&#xff1a;\u5728\u9020\u6210\u5371\u5bb3\u4e4b\u524d\u963b\u6b62\u4e0d\u5b89\u5168\u884c\u4e3a\u3002 \u6b64\u7ec4\u4ef6\u672a\u5305\u542b\u5728\u5f53\u524d\u7684\u5f00\u6e90\u7248\u672c\u4e2d\u3002\u656c\u8bf7\u671f\u5f85\u3002<\/li>\n<\/p>\n<p>ADR secures enterprise AI agents through four complementary capabilities: observing agent activity, evaluating defenses, detecting threats, and preventing unsafe actions.<\/p>\n<li>ADR Observability: Understand what AI agents are doing and why.\u00a0In production, ADR captures agent intent, tool use, and execution traces across 7&#043; AI coding tools on macOS, Linux, and Windows, as well as internal automation and customer-facing support agents.<\/li>\n<li>ADR Benchmark: Test agent security under realistic enterprise conditions.\u00a0ADR-Bench includes 300&#043; tasks, 133 MCP servers, and coverage of all 17 agent attack techniques.<\/li>\n<li>ADR Detection: Detect risky agent behavior efficiently.\u00a0Its two-tier architecture combines high-recall triage with deeper agentic reasoning for suspicious sessions.<\/li>\n<li>ADR Prevention: Stop unsafe actions before they cause harm.\u00a0This component is not included in the current open-source release.\u00a0Stay tuned.<\/li>\n<h3>Repository layout<\/h3>\n<\/p>\n<p>This repository contains the open-source ADR Sensor, ADR-Bench, and ADR Detector described in the paper. The offline ADR Explorer engine, which hardens ADR Detection through pre-deployment red teaming, is not included here.<\/p>\n<table>\n<tr>PathADR componentDescription<\/tr>\n<tbody>\n<tr>\n<td>Sensor\/<\/td>\n<td>ADR Observability<\/td>\n<td>Collect and normalize agent telemetry from Claude Code, Cursor, Codex, opencode, Claude Desktop, and others<\/td>\n<\/tr>\n<tr>\n<td>Detection\/<\/td>\n<td>ADR Benchmark &#043; Detection<\/td>\n<td>Dual-agent detector, 133 MCP servers, 303 benchmark tasks, baselines, figure scripts<\/td>\n<\/tr>\n<tr>\n<td>docs\/REPRODUCIBILITY.md<\/td>\n<td>Evaluation<\/td>\n<td>Step-by-step workflow to reproduce benchmark detection and paper figures<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/p>\n<p>&#8212;<\/p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>ADR&#xff08;\u667a\u80fd\u4f53AI\u68c0\u6d4b\u4e0e\u54cd\u5e94&#xff09;\u662f\u4e00\u4e2a\u9762\u5411AI\u667a\u80fd\u4f53\u7684\u4f01\u4e1a\u5b89\u5168\u7cfb\u7edf\u3002\u5b83\u5e2e\u52a9\u7ec4\u7ec7\u4fdd\u62a4\u9762\u5411\u5458\u5de5\u7684\u667a\u80fd\u4f53&#xff0c;\u5982Cursor\u3001Claude Code\u548cCodex&#xff0c;\u4ee5\u53ca\u9762\u5411\u5ba2\u6237\u7684\u667a\u80fd\u4f53&#xff0c;\u5982AI\u5ba2\u670d\u52a9\u624b\u3002 ADR (Agentic AI Detection and Response) is an enterprise security system for AI agents. It helps organizations<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[10691,74,66,50,61],"topic":[],"class_list":["post-93464","post","type-post","status-publish","format-standard","hentry","category-server","tag-adr","tag-agent","tag-ai","tag-50","tag-61"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>ADR: Agentic AI Detection and Response - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/93464.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"ADR: Agentic AI Detection and Response - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"ADR&#xff08;\u667a\u80fd\u4f53AI\u68c0\u6d4b\u4e0e\u54cd\u5e94&#xff09;\u662f\u4e00\u4e2a\u9762\u5411AI\u667a\u80fd\u4f53\u7684\u4f01\u4e1a\u5b89\u5168\u7cfb\u7edf\u3002\u5b83\u5e2e\u52a9\u7ec4\u7ec7\u4fdd\u62a4\u9762\u5411\u5458\u5de5\u7684\u667a\u80fd\u4f53&#xff0c;\u5982Cursor\u3001Claude Code\u548cCodex&#xff0c;\u4ee5\u53ca\u9762\u5411\u5ba2\u6237\u7684\u667a\u80fd\u4f53&#xff0c;\u5982AI\u5ba2\u670d\u52a9\u624b\u3002 ADR (Agentic AI Detection and Response) is an enterprise security system for AI agents. 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