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AgentCIScope: Grounded Contextual Integrity Evaluation for LLM Agents

Chengquan Guo et al.
arXiv CS · Papers
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cryptographycybersecurityprivacysecurity
LLM agents are becoming increasingly capable of handling daily workspace tasks by interacting with application environments through tool calls. However, as agents read and write sensitive user data across email, documents, and other applications, a central privacy question is whether they preserve c
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