Riddle Me This! Stealthy Membership Inference for Retrieval-Augmented Generation
Authors: Ali Naseh, Yuefeng Peng, Anshuman Suri, Harsh Chaudhari, Alina Oprea, Amir Houmansadr | Published: 2025-02-01 | Updated: 2025-06-30
RAG
RAG-WM: An Efficient Black-Box Watermarking Approach for Retrieval-Augmented Generation of Large Language Models
Authors: Peizhuo Lv, Mengjie Sun, Hao Wang, Xiaofeng Wang, Shengzhi Zhang, Yuxuan Chen, Kai Chen, Limin Sun | Published: 2025-01-09
Evaluating and Improving the Robustness of Security Attack Detectors Generated by LLMs
Authors: Samuele Pasini, Jinhan Kim, Tommaso Aiello, Rocio Cabrera Lozoya, Antonino Sabetta, Paolo Tonella | Published: 2024-11-27 | Updated: 2025-09-17
When Machine Unlearning Meets Retrieval-Augmented Generation (RAG): Keep Secret or Forget Knowledge?
Authors: Shang Wang, Tianqing Zhu, Dayong Ye, Wanlei Zhou | Published: 2024-10-20 | Updated: 2025-10-13
On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains
Authors: Xun Xian, Ganghua Wang, Xuan Bi, Jayanth Srinivasa, Ashish Kundu, Charles Fleming, Mingyi Hong, Jie Ding | Published: 2024-09-12
A RAG-Based Question-Answering Solution for Cyber-Attack Investigation and Attribution
Authors: Sampath Rajapaksha, Ruby Rani, Erisa Karafili | Published: 2024-08-12
Beyond Words: On Large Language Models Actionability in Mission-Critical Risk Analysis
Authors: Matteo Esposito, Francesco Palagiano, Valentina Lenarduzzi, Davide Taibi | Published: 2024-06-11 | Updated: 2024-09-06
From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Authors: Darren Edge, Ha Trinh, Newman Cheng, Joshua Bradley, Alex Chao, Apurva Mody, Steven Truitt, Dasha Metropolitansky, Robert Osazuwa Ness, Jonathan Larson | Published: 2024-04-24 | Updated: 2025-02-19
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
Authors: Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, Hannaneh Hajishirzi | Published: 2023-10-17
Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering
Authors: Jinheon Baek, Alham Fikri Aji, Amir Saffari | Published: 2023-06-07