# 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.
Type: paper
Venue: ICLR 2025 Workshop
Date: 2025
Authors: Dixi Yao, Tian Li
## Direct Links
- [Canonical topic page](https://dixiyao.github.io/topics/dp-rag/)
- [Paper](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
## Search Intents
- DP-RAG paper
- differential privacy RAG random projection
- privacy preserving RAG for LLMs
