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differential privacy 1dynamic risk assessment 1privacy preservation 1prompt-aware protection 1retrieval-augmented generation 1

From the 1 of 1 linked paper with an AI index.

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1 paper

cs.CR2026

Is External Database Protection Static in Retrieval-Augmented Generation? Rethinking Privacy Preservation under Dynamic Queries

Gang Zhang, Mingyu Tian, Xukun Luan +2

The paper studies privacy leaks in retrieval‑augmented generation and introduces a prompt‑aware dynamic hierarchical differential privacy method that adapts protection based on the…