PhishIntentionLLM: Uncovering Phishing Website Intentions through Multi-Agent Retrieval-Augmented Generation
Authors: Wenhao Li, Selvakumar Manickam, Yung-wey Chong, Shankar Karuppayah | Published: 2025-07-21
RAGへのポイズニング攻撃
The Dark Side of LLMs Agent-based Attacks for Complete Computer Takeover
Authors: Matteo Lupinacci, Francesco Aurelio Pironti, Francesco Blefari, Francesco Romeo, Luigi Arena, Angelo Furfaro | Published: 2025-07-09
The Hidden Threat in Plain Text: Attacking RAG Data Loaders
Authors: Alberto Castagnaro, Umberto Salviati, Mauro Conti, Luca Pajola, Simeone Pizzi | Published: 2025-07-07
CyberRAG: An agentic RAG cyber attack classification and reporting tool
Authors: Francesco Blefari, Cristian Cosentino, Francesco Aurelio Pironti, Angelo Furfaro, Fabrizio Marozzo | Published: 2025-07-03
A Practical and Secure Byzantine Robust Aggregator
Authors: De Zhang Lee, Aashish Kolluri, Prateek Saxena, Ee-Chien Chang | Published: 2025-06-29 | Updated: 2025-07-02
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
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
TracLLM: A Generic Framework for Attributing Long Context LLMs
Authors: Yanting Wang, Wei Zou, Runpeng Geng, Jinyuan Jia | Published: 2025-06-04
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