2 papers
cs.LG2025
RAG with Differential Privacy
Nicolas Grislain
Retrieval-Augmented Generation (RAG) has emerged as the dominant technique to provide \emph{Large Language Models} (LLM) with fresh and relevant context, mitigating the risk of hal…
cs.DB2024
Qrlew: Rewriting SQL into Differentially Private SQL
Nicolas Grislain, Paul Roussel, Victoria de Sainte Agathe
This paper introduces Qrlew, an open source library that can parse SQL queries into Relations -- an intermediate representation -- that keeps track of rich data types, value ranges…