TracLLM: A Generic Framework for Attributing Long Context LLMs
Authors: Yanting Wang, Wei Zou, Runpeng Geng, Jinyuan Jia | Published: 2025-06-04
RAGへのポイズニング攻撃
MCP Safety Training: Learning to Refuse Falsely Benign MCP Exploits using Improved Preference Alignment
Authors: John Halloran | Published: 2025-05-29
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
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
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
Securing RAG: A Risk Assessment and Mitigation Framework
Authors: Lukas Ammann, Sara Ott, Christoph R. Landolt, Marco P. Lehmann | Published: 2025-05-13
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
An LLM-based Self-Evolving Security Framework for 6G Space-Air-Ground Integrated Networks
Authors: Qi Qin, Xinye Cao, Guoshun Nan, Sihan Chen, Rushan Li, Li Su, Haitao Du, Qimei Cui, Pengxuan Mao, Xiaofeng Tao, Tony Q. S. Quek | Published: 2025-05-06
Hoist with His Own Petard: Inducing Guardrails to Facilitate Denial-of-Service Attacks on Retrieval-Augmented Generation of LLMs
Authors: Pan Suo, Yu-Ming Shang, San-Chuan Guo, Xi Zhang | Published: 2025-04-30
Traceback of Poisoning Attacks to Retrieval-Augmented Generation
Authors: Baolei Zhang, Haoran Xin, Minghong Fang, Zhuqing Liu, Biao Yi, Tong Li, Zheli Liu | Published: 2025-04-30