Chenglin Yang
2 indexed papers
Recent (6 mo)
2With code
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226
Top categories
AI×2Crypto×2NLP×1ML×1Software Eng.×1
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Research Timeline
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.
AgentTrust: Runtime Safety Evaluation and Interception for AI Agent Tool Use
AgentTrust is a novel runtime safety layer that intercepts and evaluates AI agent tool calls before execution, achieving high accuracy in detecting unsafe actions across complex and obfuscated scenarios.
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Papers
cs.AIcs.CRRecentMay 6, 2026
AgentTrust: Runtime Safety Evaluation and Interception for AI Agent Tool Use
AgentTrust is a novel runtime safety layer that intercepts and evaluates AI agent tool calls before execution, achieving high accuracy in detecting unsafe actions across complex and obfuscated scenari…
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cs.CRcs.AIcs.CLRecentApr 8, 2026