DP-SynRAG generates reusable differentially private synthetic RAG databases via LLM private prediction to prevent privacy loss accumulation from repeated noise.
InProceedings of the Thirty-Ninth Annual ACM Symposium on Theory of Computing, STOC ’07, page 75–84, New York, NY , USA
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Differentially Private Synthetic Text Generation for Retrieval-Augmented Generation (RAG)
DP-SynRAG generates reusable differentially private synthetic RAG databases via LLM private prediction to prevent privacy loss accumulation from repeated noise.