Sohyun An
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126
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Crypto×1AI×1NLP×1
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2026
T-MAP: Red-Teaming LLM Agents with Trajectory-aware Evolutionary Search
The paper introduces T-MAP, a trajectory-aware evolutionary search method, to discover and generate multi-step adversarial prompts that exploit vulnerabilities in autonomous LLM agents through tool execution, significantly improving attack realization rates.
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cs.CRcs.AIcs.CLRecentMar 21, 2026
T-MAP: Red-Teaming LLM Agents with Trajectory-aware Evolutionary Search
Hyomin Lee, Sangwoo Park, Yumin Choi, Sohyun An +2 more
The paper introduces T-MAP, a trajectory-aware evolutionary search method, to discover and generate multi-step adversarial prompts that exploit vulnerabilities in autonomous LLM agents through tool ex…
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