Poisoning attack on RAG

A Survey of LLM-Driven AI Agent Communication: Protocols, Security Risks, and Defense Countermeasures

Authors: Dezhang Kong, Shi Lin, Zhenhua Xu, Zhebo Wang, Minghao Li, Yufeng Li, Yilun Zhang, Zeyang Sha, Yuyuan Li, Changting Lin, Xun Wang, Xuan Liu, Muhammad Khurram Khan, Ningyu Zhang, Chaochao Chen, Meng Han | Published: 2025-06-24
AIエージェント通信
Poisoning attack on RAG
Prompt validation
2025.06.24 2025.06.26
Literature Database

Your Agent Can Defend Itself against Backdoor Attacks

Authors: Li Changjiang, Liang Jiacheng, Cao Bochuan, Chen Jinghui, Wang Ting | Published: 2025-06-10 | Updated: 2025-06-11
Poisoning attack on RAG
Backdoor Attack Mitigation
Defense Method
2025.06.10 2025.06.13
Literature Database

TracLLM: A Generic Framework for Attributing Long Context LLMs

Authors: Yanting Wang, Wei Zou, Runpeng Geng, Jinyuan Jia | Published: 2025-06-04
Cooperative Effects with LLM
Poisoning attack on RAG
Efficiency Evaluation
2025.06.04 2025.06.06
Literature Database

MCP Safety Training: Learning to Refuse Falsely Benign MCP Exploits using Improved Preference Alignment

Authors: John Halloran | Published: 2025-05-29
Poisoning attack on RAG
Alignment
料理材料
2025.05.29 2025.05.31
Literature Database

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

Authors: Chunyang Li, Junwei Zhang, Anda Cheng, Zhuo Ma, Xinghua Li, Jianfeng Ma | Published: 2025-05-26
Poisoning attack on RAG
Text Generation Method
Poisoning Attack
2025.05.26 2025.05.28
Literature Database

Silent Leaks: Implicit Knowledge Extraction Attack on RAG Systems through Benign Queries

Authors: Yuhao Wang, Wenjie Qu, Yanze Jiang, Zichen Liu, Yue Liu, Shengfang Zhai, Yinpeng Dong, Jiaheng Zhang | Published: 2025-05-21
RAG
Poisoning attack on RAG
Privacy Loss Analysis
2025.05.21 2025.05.28
Literature Database

MARVEL: Multi-Agent RTL Vulnerability Extraction using Large Language Models

Authors: Luca Collini, Baleegh Ahmad, Joey Ah-kiow, Ramesh Karri | Published: 2025-05-17 | Updated: 2025-06-09
Poisoning attack on RAG
Cyber Threat
Prompt Injection
2025.05.17 2025.06.11
Literature Database

One Shot Dominance: Knowledge Poisoning Attack on Retrieval-Augmented Generation Systems

Authors: Zhiyuan Chang, Mingyang Li, Xiaojun Jia, Junjie Wang, Yuekai Huang, Ziyou Jiang, Yang Liu, Qing Wang | Published: 2025-05-15 | Updated: 2025-05-20
Poisoning attack on RAG
Poisoning
Poisoning Attack
2025.05.15 2025.05.28
Literature Database

Securing RAG: A Risk Assessment and Mitigation Framework

Authors: Lukas Ammann, Sara Ott, Christoph R. Landolt, Marco P. Lehmann | Published: 2025-05-13 | Updated: 2025-05-21
LLM Security
RAG
Poisoning attack on RAG
2025.05.13 2025.05.28
Literature Database

BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models

Authors: Zihan Wang, Hongwei Li, Rui Zhang, Wenbo Jiang, Kangjie Chen, Tianwei Zhang, Qingchuan Zhao, Guowen Xu | Published: 2025-05-06
Poisoning attack on RAG
Backdoor Attack Mitigation
Adversarial Learning
2025.05.06 2025.05.27
Literature Database
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