Sian-Yao Huang
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126
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Crypto×1AI×1NLP×1ML×1Software Eng.×1
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2026
TraceSafe: A Systematic Assessment of LLM Guardrails on Multi-Step Tool-Calling Trajectories
The paper introduces TraceSafe-Bench, a comprehensive benchmark, and finds that securing LLM agents requires jointly optimizing for structural reasoning and safety alignment to mitigate risks during multi-step tool-use.
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