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Haoliang Li

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Preprint Aug 2026

RedEvoAgent: Automatic Red-Teaming Agent with Experience-Driven Skill Evolution

RedEvoAgent is proposed, a black-box red-teaming agent that distills cross-case attack trajectories into a concise, human-readable attack skill that outperforms fixed and agentic baselines, improves tool efficiency, and transfers across attacker models and target execution harnesses.

Jun-Jie Zhang, Hui Liu, Kecheng Chen et al. · 0 citations

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