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
Benchmarking LLM-Assisted Blue Teaming via Standardized Threat Hunting
Authors: Yuqiao Meng, Luoxi Tang, Feiyang Yu, Xi Li, Guanhua Yan, Ping Yang, Zhaohan Xi | Published: 2025-09-28 | Updated: 2025-10-01
Measuring Physical-World Privacy Awareness of Large Language Models: An Evaluation Benchmark
Authors: Xinjie Shen, Mufei Li, Pan Li | Published: 2025-09-27 | Updated: 2025-10-13
MaskSQL: Safeguarding Privacy for LLM-Based Text-to-SQL via Abstraction
Authors: Sepideh Abedini, Shubhankar Mohapatra, D. B. Emerson, Masoumeh Shafieinejad, Jesse C. Cresswell, Xi He | Published: 2025-09-27 | Updated: 2025-09-30
LLM Watermark Evasion via Bias Inversion
Authors: Jeongyeon Hwang, Sangdon Park, Jungseul Ok | Published: 2025-09-27 | 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
Defending MoE LLMs against Harmful Fine-Tuning via Safety Routing Alignment
Authors: Jaehan Kim, Minkyoo Song, Seungwon Shin, Sooel Son | Published: 2025-09-26 | Updated: 2025-10-09
Backdoor Attribution: Elucidating and Controlling Backdoor in Language Models
Authors: Miao Yu, Zhenhong Zhou, Moayad Aloqaily, Kun Wang, Biwei Huang, Stephen Wang, Yueming Jin, Qingsong Wen | Published: 2025-09-26 | Updated: 2025-09-30
It’s not Easy: Applying Supervised Machine Learning to Detect Malicious Extensions in the Chrome Web Store
Authors: Ben Rosenzweig, Valentino Dalla Valle, Giovanni Apruzzese, Aurore Fass | Published: 2025-09-25 | Updated: 2025-10-02