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Author

Fengting Li

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Preprint Aug 2026

Beyond Handcrafted Security: Towards Self-Evolving Defense for LLM Agents

This work develops a harness-level formulation of runtime defense that systematically characterizes how harness mechanisms enable defense construction and provides a unified view of existing runtime defense interventions from a harness perspective, and proposes HARD (Harness-based Autonomous Runtime Defense Evolution),...

Jia-Jun Ruan, Pei-Yang Li, Yu-Kun Chen et al. · 1 citation

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