K-anonymity decay in multi-turn clinical large language model conversations
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Per-prompt de-identification, a commonly adopted practice for protecting patient privacy in clinical artificial intelligence (AI) conversations, may be insufficient to bound re-identification risk when the same patient is discussed across multiple conversation... ...