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
RAG
Watermarking
Watermark Evaluation
2025.01.09 2025.05.27
Literature Database

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
RAG
Poisoning attack on RAG
Evaluation Method
2024.11.27 2025.09.19
Literature Database

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
RAG
Poisoning attack on RAG
Privacy Enhancing Technology
2024.10.20 2025.10.15
Literature Database

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
RAG
Poisoning
2024.09.12 2025.05.27
Literature Database

A RAG-Based Question-Answering Solution for Cyber-Attack Investigation and Attribution

Authors: Sampath Rajapaksha, Ruby Rani, Erisa Karafili | Published: 2024-08-12
LLM Performance Evaluation
RAG
Cybersecurity
2024.08.12 2025.05.27
Literature Database

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
LLM Performance Evaluation
RAG
Risk Management
2024.06.11 2025.05.27
Literature Database

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
RAG
Explainability of Graph Machine Learning
Data Extraction and Analysis
2024.04.24 2025.05.27
Literature Database

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
RAG
Data Generation Method
Framework
2023.10.17 2025.05.28
Literature Database

Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering

Authors: Jinheon Baek, Alham Fikri Aji, Amir Saffari | Published: 2023-06-07
RAG
Movie Cast
Knowledge Graph
2023.06.07 2025.05.28
Literature Database

Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy

Authors: Zhihong Shao, Yeyun Gong, Yelong Shen, Minlie Huang, Nan Duan, Weizhu Chen | Published: 2023-05-24 | Updated: 2023-10-23
RAG
Role of Artificial Intelligence
Information Retrieval
2023.05.24 2025.05.28
Literature Database
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