AINeutralarXiv – CS AI · 18h ago6/10
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Closing the Sim-to-Real Gap: An Evaluation Framework for Autonomous Cyber Defense Configuration of Commercial EDR
Researchers developed the first evaluation framework for autonomous AI defense agents operating within commercial endpoint detection and response (EDR) systems, revealing critical gaps between simulation environments and real-world enterprise security. Testing with Microsoft Defender XDR and LLM-based agents uncovered that commercial EDR telemetry is optimized for human analysts rather than benchmarking, creating attribution challenges and unpredictable autonomous system behavior.
🧠 Claude🧠 Sonnet