Black-Box Opinion Manipulation Attacks to Retrieval-Augmented Generation of Large Language Models

18 July 2024

Wei Lu

Xiaozhong Liu

Papers citing "Black-Box Opinion Manipulation Attacks to Retrieval-Augmented Generation of Large Language Models"

3 / 3 papers shown

Title
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 43 26 0 22 Apr 2024
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 39 0 14 Sep 2022
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval Luyu Gao Jamie Callan RALM 152 326 0 12 Aug 2021