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continual learning 23 reinforcement learning 9 language models 6 benchmarking 4 natural language processing 4 AI agents 3 vision-language models 3 world models 3

29 JUL 2026 · Paper

SecRespond: Benchmarking AI Agents for Real-World Post-Compromise Incident Response

This paper creates a benchmark to test the security capabilities of AI agents in a real-world setting, specifically incident response, and finds that current agents struggle to detect and remediate silent intrusions and produce verified plans.

AI agents incident response continual learning benchmarking security operations