EverTracer: Hunting Stolen Large Language Models via Stealthy and Robust Probabilistic Fingerprint
Authors: Zhenhua Xu, Meng Han, Wenpeng Xing | Published: 2025-09-03
Disabling Safety Mechanisms of LLM
Consiglieres in the Shadow: Understanding the Use of Uncensored Large Language Models in Cybercrimes
Authors: Zilong Lin, Zichuan Li, Xiaojing Liao, XiaoFeng Wang | Published: 2025-08-18
PRISON: Unmasking the Criminal Potential of Large Language Models
Authors: Xinyi Wu, Geng Hong, Pei Chen, Yueyue Chen, Xudong Pan, Min Yang | Published: 2025-06-19 | Updated: 2025-08-04
LLMs Cannot Reliably Judge (Yet?): A Comprehensive Assessment on the Robustness of LLM-as-a-Judge
Authors: Songze Li, Chuokun Xu, Jiaying Wang, Xueluan Gong, Chen Chen, Jirui Zhang, Jun Wang, Kwok-Yan Lam, Shouling Ji | Published: 2025-06-11
Privacy and Security Threat for OpenAI GPTs
Authors: Wei Wenying, Zhao Kaifa, Xue Lei, Fan Ming | Published: 2025-06-04
BitBypass: A New Direction in Jailbreaking Aligned Large Language Models with Bitstream Camouflage
Authors: Kalyan Nakka, Nitesh Saxena | Published: 2025-06-03
Breaking the Ceiling: Exploring the Potential of Jailbreak Attacks through Expanding Strategy Space
Authors: Yao Huang, Yitong Sun, Shouwei Ruan, Yichi Zhang, Yinpeng Dong, Xingxing Wei | Published: 2025-05-27
Invisible Prompts, Visible Threats: Malicious Font Injection in External Resources for Large Language Models
Authors: Junjie Xiong, Changjia Zhu, Shuhang Lin, Chong Zhang, Yongfeng Zhang, Yao Liu, Lingyao Li | Published: 2025-05-22
When Safety Detectors Aren’t Enough: A Stealthy and Effective Jailbreak Attack on LLMs via Steganographic Techniques
Authors: Jianing Geng, Biao Yi, Zekun Fei, Tongxi Wu, Lihai Nie, Zheli Liu | Published: 2025-05-22
Is Your Prompt Safe? Investigating Prompt Injection Attacks Against Open-Source LLMs
Authors: Jiawen Wang, Pritha Gupta, Ivan Habernal, Eyke Hüllermeier | Published: 2025-05-20