Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems

22 May 2025

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Papers citing "Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems"

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Title
Robust Neural Information Retrieval: An Adversarial and Out-of-distribution Perspective Yu-An Liu Ruqing Zhang Jiafeng Guo Maarten de Rijke Yixing Fan Xueqi Cheng 118 11 0 09 Jul 2024
Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation Sirui Xia Xintao Wang Jiaqing Liang Yifei Zhang Weikang Zhou Jiaji Deng Fei Yu Yanghua Xiao RALM 159 8 0 01 Jul 2024
Typos that Broke the RAG's Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations Sukmin Cho Soyeong Jeong Jeongyeon Seo Taeho Hwang Jong C. Park SILM AAML 107 33 0 22 Apr 2024
Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off Yuansan Liu Ruqing Zhang Mingkun Zhang Wei Chen Maarten de Rijke Jiafeng Guo Xueqi Cheng AAML 63 10 0 16 Dec 2023
Black-box Adversarial Attacks against Dense Retrieval Models: A Multi-view Contrastive Learning Method Yuansan Liu Ruqing Zhang Jiafeng Guo Maarten de Rijke Wei Chen Yixing Fan Xueqi Cheng AAML 77 29 0 19 Aug 2023
Jailbroken: How Does LLM Safety Training Fail? Alexander Wei Nika Haghtalab Jacob Steinhardt 236 1,005 0 05 Jul 2023
Order-Disorder: Imitation Adversarial Attacks for Black-box Neural Ranking Models Jiawei Liu Yangyang Kang Di Tang Kaisong Song Changlong Sun Xiaofeng Wang Wei Lu Xiaozhong Liu AAML 116 42 0 14 Sep 2022
DocPrompting: Generating Code by Retrieving the Docs Shuyan Zhou Uri Alon Frank F. Xu Zhiruo Wang Zhengbao Jiang Graham Neubig LLMAG 104 141 0 13 Jul 2022
Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering Gautier Izacard Edouard Grave RALM 162 1,190 0 02 Jul 2020
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset Payal Bajaj Daniel Fernando Campos Nick Craswell Li Deng Jianfeng Gao ... Mir Rosenberg Xia Song Alina Stoica Saurabh Tiwary Tong Wang RALM 275 2,750 0 28 Nov 2016