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arXiv — cs.AI

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Dependence-Aware Risk Assessment and Optimal Design of AI-Agent Safeguard Systems

arXiv:2611.00386v1 Announce Type: new Abstract: Large language model (LLM) agents increasingly rely on safeguards to prevent unauthorized actions while preserving legitimate service. However, existing risk assessments often focus on individual safeguard performance while…

arXiv — cs.AIBy: Yijia Li, Maochao Xu, Peng ZhaoNovember 3, 2026 (yesterday)
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  • arXiv:2611.00386v1 Announce Type: new Abstract: Large language model (LLM) agents increasingly rely on safeguards to prevent unauthorized actions while preserving legitimate service
  • However, existing risk assessments often focus on individual safeguard performance while…
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Dependence-Aware Risk Assessment and Optimal Design of AI-Agent Safeguard Systems

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