CPA-RAG:Covert Poisoning Attacks on Retrieval-Augmented Generation in Large Language Models

CPA-RAG:Covert Poisoning Attacks on Retrieval-Augmented Generation in Large Language Models

26 May 2025

Papers citing "CPA-RAG:Covert Poisoning Attacks on Retrieval-Augmented Generation in Large Language Models"

12 / 12 papers shown

Title
CtrlRAG: Black-box Adversarial Attacks Based on Masked Language Models in Retrieval-Augmented Language Generation Runqi Sui AAML 56 1 0 10 Mar 2025
The RAG Paradox: A Black-Box Attack Exploiting Unintentional Vulnerabilities in Retrieval-Augmented Generation Systems Chanwoo Choi Jinsoo Kim Sukmin Cho Soyeong Jeong Buru Chang 90 1 0 28 Feb 2025
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Darren Edge Ha Trinh Newman Cheng Joshua Bradley Alex Chao Apurva Mody Steven Truitt Dasha Metropolitansky Robert Osazuwa Ness Jonathan Larson RALM 197 387 0 20 Feb 2025
MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot Xuejiao Zhao Siyan Liu Su-Yin Yang Chunyan Miao 179 9 0 06 Feb 2025
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models Wenqi Fan Yujuan Ding Liang-bo Ning Shijie Wang Hengyun Li Dawei Yin Tat-Seng Chua Qing Li RALM 3DV 90 220 0 10 May 2024
CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models Yuanjie Lyu Zhiyu Li Pengnian Qi Feiyu Xiong Simin Niu Wenjin Wang Hao Wu Huan Liu Tong Xu Enhong Chen RALM 70 38 0 30 Jan 2024
Poisoning Retrieval Corpora by Injecting Adversarial Passages Zexuan Zhong Ziqing Huang Alexander Wettig Danqi Chen AAML 66 70 0 29 Oct 2023
Enhancing Financial Sentiment Analysis via Retrieval Augmented Large Language Models Boyu Zhang Hongyang Yang Tianyu Zhou Muhammad Ali Babar Xiao-Yang Liu AIFin 68 111 0 06 Oct 2023
Universal and Transferable Adversarial Attacks on Aligned Language Models Andy Zou Zifan Wang Nicholas Carlini Milad Nasr J. Zico Kolter Matt Fredrikson 190 1,376 0 27 Jul 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 800 13,788 0 15 Mar 2023
Unsupervised Dense Information Retrieval with Contrastive Learning Gautier Izacard Mathilde Caron Lucas Hosseini Sebastian Riedel Piotr Bojanowski Armand Joulin Edouard Grave RALM 139 864 0 16 Dec 2021
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval Lee Xiong Chenyan Xiong Ye Li Kwok-Fung Tang Jialin Liu Paul N. Bennett Junaid Ahmed Arnold Overwijk 105 1,207 0 01 Jul 2020