LLM Watermark Evasion via Bias Inversion
Authors: Jeongyeon Hwang, Sangdon Park, Jungseul Ok | Published: 2025-09-27 | Updated: 2025-10-01
Disabling Safety Mechanisms of LLM
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
RLCracker: Exposing the Vulnerability of LLM Watermarks with Adaptive RL Attacks
Authors: Hanbo Huang, Yiran Zhang, Hao Zheng, Xuan Gong, Yihan Li, Lin Liu, Shiyu Liang | Published: 2025-09-25
bi-GRPO: Bidirectional Optimization for Jailbreak Backdoor Injection on LLMs
Authors: Wence Ji, Jiancan Wu, Aiying Li, Shuyi Zhang, Junkang Wu, An Zhang, Xiang Wang, Xiangnan He | Published: 2025-09-24
Send to which account? Evaluation of an LLM-based Scambaiting System
Authors: Hossein Siadati, Haadi Jafarian, Sima Jafarikhah | Published: 2025-09-10
Embedding Poisoning: Bypassing Safety Alignment via Embedding Semantic Shift
Authors: Shuai Yuan, Zhibo Zhang, Yuxi Li, Guangdong Bai, Wang Kailong | Published: 2025-09-08
EverTracer: Hunting Stolen Large Language Models via Stealthy and Robust Probabilistic Fingerprint
Authors: Zhenhua Xu, Meng Han, Wenpeng Xing | Published: 2025-09-03
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