Black-box Adversarial Attacks against Dense Retrieval Models: A
Multi-view Contrastive Learning Method

Black-box Adversarial Attacks against Dense Retrieval Models: A Multi-view Contrastive Learning Method

19 August 2023

Maarten de Rijke

Papers citing "Black-box Adversarial Attacks against Dense Retrieval Models: A Multi-view Contrastive Learning Method"

9 / 9 papers shown

Title
Unsupervised Corpus Poisoning Attacks in Continuous Space for Dense Retrieval Yongkang Li Panagiotis Eustratiadis Simon Lupart Evangelos Kanoulas AAML 48 0 0 24 Apr 2025
Topic-FlipRAG: Topic-Orientated Adversarial Opinion Manipulation Attacks to Retrieval-Augmented Generation Models Y. Gong Zhuo Chen Miaokun Chen Fengchang Yu Wei-Tsung Lu XiaoFeng Wang Xiaozhong Liu J. Liu AAML SILM 60 0 0 03 Feb 2025
FlippedRAG: Black-Box Opinion Manipulation Adversarial Attacks to Retrieval-Augmented Generation Models Zhuo Chen Y. Gong Miaokun Chen Haotan Liu Qikai Cheng Fan Zhang Wei-Tsung Lu Xiaozhong Liu J. Liu XiaoFeng Wang AAML 44 1 0 06 Jan 2025
Towards Imperceptible Document Manipulations against Neural Ranking Models Xuanang Chen Ben He Zheng Ye Le Sun Yingfei Sun AAML 39 16 0 03 May 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 43 40 0 14 Sep 2022
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval Luyu Gao Jamie Callan RALM 166 329 0 12 Aug 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 231 966 0 17 Apr 2021
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering Yingqi Qu Yuchen Ding Jing Liu Kai Liu Ruiyang Ren Xin Zhao Daxiang Dong Hua-Hong Wu Haifeng Wang RALM OffRL 214 593 0 16 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 219 610 0 13 Oct 2020