Is My Data in Your Retrieval Database? Membership Inference Attacks Against Retrieval Augmented Generation

30 May 2024

Papers citing "Is My Data in Your Retrieval Database? Membership Inference Attacks Against Retrieval Augmented Generation"

6 / 6 papers shown

Title
Securing RAG: A Risk Assessment and Mitigation Framework Lukas Ammann Sara Ott Christoph R. Landolt Marco P. Lehmann SILM 31 0 0 13 May 2025
Privacy-Preserving Federated Embedding Learning for Localized Retrieval-Augmented Generation Qianren Mao Qili Zhang Hanwen Hao Zhentao Han Runhua Xu ... Jing Chen Yangqiu Song Jin Dong Jianxin Li Philip S. Yu 71 1 0 27 Apr 2025
Poison-RAG: Adversarial Data Poisoning Attacks on Retrieval-Augmented Generation in Recommender Systems Fatemeh Nazary Yashar Deldjoo T. D. Noia AAML SILM 42 3 0 20 Jan 2025
Ward: Provable RAG Dataset Inference via LLM Watermarks Nikola Jovanović Robin Staab Maximilian Baader Martin Vechev 145 1 0 04 Oct 2024
Prompt Perturbation in Retrieval-Augmented Generation based Large Language Models Zhibo Hu Chen Wang Yanfeng Shu Helen Paik Paik Liming Zhu SILM RALM 48 7 0 11 Feb 2024
Membership Inference Attacks Against Self-supervised Speech Models Wei-Cheng Tseng Wei-Tsung Kao Hung-yi Lee 30 14 0 09 Nov 2021