CITATION.cff

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cff-version: 1.2.0
title: Sarus DP-RAG
message: >-
  If you use this software, please cite it using the
  metadata from this file.
type: software
authors:
  - given-names: Nicolas
    family-names: Grislain
    email: nicolas.grislain@ens-lyon.org
    affiliation: Sarus Technologies
identifiers:
  - type: url
    value: 'https://arxiv.org/abs/2412.19291'
    description: Technical Report
repository-code: 'https://github.com/sarus-tech/dp-rag'
abstract: >-
  Sarus DP-RAG is a simple implementation of the popular RAG
  technique with differential privacy guarantees.


  DP-RAG addresses privacy concerns in RAG systems by using
  DP to aggregate information from multiple documents,
  thereby preventing the inadvertent disclosure of sensitive
  data. The core innovation involves a novel token-by-token
  aggregation technique and a DP-based document retrieval
  method.
keywords:
  - RAG
  - Differential Privacy
  - AI
license: Apache-2.0