paper / ICLR 2025 Workshop
Differentially Private Retrieval Augmented Generation with Random Projection
DP-RAG protects retrieval-augmented generation pipelines with differential privacy and random projection so sensitive document contents are harder to reconstruct from retrieval representations.
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Direct Links
https://dixiyao.github.io/topics/dp-rag/
https://openreview.net/forum?id=5DfhoxRPXh
Search Queries and Aliases
DP-RAG differentially private RAG random projection RAG privacy RAG privacy retrieval augmented generation privacy foundation model privacy
- DP-RAG paper
- differential privacy RAG random projection
- privacy preserving RAG for LLMs
Citation Metadata
- Title: Differentially Private Retrieval Augmented Generation with Random Projection
- Authors: Dixi Yao, Tian Li
- Venue: ICLR 2025 Workshop
- Date: 2025
- Entity ID:
dp-rag