Demystifying the Privacy-Utility Trade-off in LLM Interactions

arXiv:2609.10992v2 Announce Type: replace Abstract: The integration of Large Language Models into daily tasks relies on context-rich instructions, inevitably exposing sensitive user information. Current privacy-preserving methods typically employ…

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