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
RAGへのポイズニング攻撃
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 | Updated: 2025-05-07
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
BadMoE: Backdooring Mixture-of-Experts LLMs via Optimizing Routing Triggers and Infecting Dormant Experts
Authors: Qingyue Wang, Qi Pang, Xixun Lin, Shuai Wang, Daoyuan Wu | Published: 2025-04-24 | Updated: 2025-04-29
Give LLMs a Security Course: Securing Retrieval-Augmented Code Generation via Knowledge Injection
Authors: Bo Lin, Shangwen Wang, Yihao Qin, Liqian Chen, Xiaoguang Mao | Published: 2025-04-23
The Digital Cybersecurity Expert: How Far Have We Come?
Authors: Dawei Wang, Geng Zhou, Xianglong Li, Yu Bai, Li Chen, Ting Qin, Jian Sun, Dan Li | Published: 2025-04-16
Exploring Backdoor Attack and Defense for LLM-empowered Recommendations
Authors: Liangbo Ning, Wenqi Fan, Qing Li | Published: 2025-04-15
ControlNET: A Firewall for RAG-based LLM System
Authors: Hongwei Yao, Haoran Shi, Yidou Chen, Yixin Jiang, Cong Wang, Zhan Qin | Published: 2025-04-13 | Updated: 2025-04-17
PR-Attack: Coordinated Prompt-RAG Attacks on Retrieval-Augmented Generation in Large Language Models via Bilevel Optimization
Authors: Yang Jiao, Xiaodong Wang, Kai Yang | Published: 2025-04-10 | Updated: 2025-04-17