Human-Imperceptible Retrieval Poisoning Attacks in LLM-Powered Applications

26 April 2024

Papers citing "Human-Imperceptible Retrieval Poisoning Attacks in LLM-Powered Applications"

8 / 8 papers shown

Title
POISONCRAFT: Practical Poisoning of Retrieval-Augmented Generation for Large Language Models Yangguang Shao Xinjie Lin Haozheng Luo Chengshang Hou G. Xiong Jiahao Yu Junzheng Shi SILM 69 0 0 10 May 2025
PR-Attack: Coordinated Prompt-RAG Attacks on Retrieval-Augmented Generation in Large Language Models via Bilevel Optimization Yang Jiao Xiao Wang Kai Yang AAML SILM 62 0 0 10 Apr 2025
Poisoned-MRAG: Knowledge Poisoning Attacks to Multimodal Retrieval Augmented Generation Yinuo Liu Zenghui Yuan Guiyao Tie Jiawen Shi Lichao Sun Lichao Sun Neil Zhenqiang Gong 61 1 0 08 Mar 2025
Towards Advancing Code Generation with Large Language Models: A Research Roadmap Haolin Jin Huaming Chen Qinghua Lu Liming Zhu LLMAG 70 1 0 20 Jan 2025
Universal and Transferable Adversarial Attacks on Aligned Language Models Andy Zou Zifan Wang Nicholas Carlini Milad Nasr J. Zico Kolter Matt Fredrikson 141 1,376 0 27 Jul 2023
Not what you've signed up for: Compromising Real-World LLM-Integrated Applications with Indirect Prompt Injection Kai Greshake Sahar Abdelnabi Shailesh Mishra C. Endres Thorsten Holz Mario Fritz SILM 90 462 0 23 Feb 2023
MPNet: Masked and Permuted Pre-training for Language Understanding Kaitao Song Xu Tan Tao Qin Jianfeng Lu Tie-Yan Liu 76 1,093 0 20 Apr 2020
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 47 317 0 04 Dec 2019