Agents That Know Too Much: A Data-Centric Survey of Privacy in LLM Agents

Large language model agents increasingly query databases, search document collections, call external APIs, remember past interactions, and act on a user’s behalf. As they move from answering questions to operating over sensitive data, privacy becomes harder to enforce. An agent touches many data sou…

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