Position: Privacy Is Not Just Memorization!
Authors: Niloofar Mireshghallah, Tianshi Li | Published: 2025-10-02
Indirect Prompt Injection
Fine-Tuning Jailbreaks under Highly Constrained Black-Box Settings: A Three-Pronged Approach
Authors: Xiangfang Li, Yu Wang, Bo Li | Published: 2025-10-01 | Updated: 2025-10-09
Better Privilege Separation for Agents by Restricting Data Types
Authors: Dennis Jacob, Emad Alghamdi, Zhanhao Hu, Basel Alomair, David Wagner | Published: 2025-09-30
Fingerprinting LLMs via Prompt Injection
Authors: Yuepeng Hu, Zhengyuan Jiang, Mengyuan Li, Osama Ahmed, Zhicong Huang, Cheng Hong, Neil Gong | Published: 2025-09-29 | Updated: 2025-10-01
Uncovering Vulnerabilities of LLM-Assisted Cyber Threat Intelligence
Authors: Yuqiao Meng, Luoxi Tang, Feiyang Yu, Jinyuan Jia, Guanhua Yan, Ping Yang, Zhaohan Xi | Published: 2025-09-28 | Updated: 2025-10-01
Secure and Efficient Access Control for Computer-Use Agents via Context Space
Authors: Haochen Gong, Chenxiao Li, Rui Chang, Wenbo Shen | Published: 2025-09-26 | Updated: 2025-10-21
Automatic Red Teaming LLM-based Agents with Model Context Protocol Tools
Authors: Ping He, Changjiang Li, Binbin Zhao, Tianyu Du, Shouling Ji | Published: 2025-09-25
A Framework for Rapidly Developing and Deploying Protection Against Large Language Model Attacks
Authors: Adam Swanda, Amy Chang, Alexander Chen, Fraser Burch, Paul Kassianik, Konstantin Berlin | Published: 2025-09-25
Investigating Security Implications of Automatically Generated Code on the Software Supply Chain
Authors: Xiaofan Li, Xing Gao | Published: 2025-09-24
SilentStriker:Toward Stealthy Bit-Flip Attacks on Large Language Models
Authors: Haotian Xu, Qingsong Peng, Jie Shi, Huadi Zheng, Yu Li, Cheng Zhuo | Published: 2025-09-22