Red Teaming the Mind of the Machine: A Systematic Evaluation of Prompt Injection and Jailbreak Vulnerabilities in LLMs
Authors: Chetan Pathade | Published: 2025-05-07 | Updated: 2025-05-13
Disabling Safety Mechanisms of LLM
XBreaking: Explainable Artificial Intelligence for Jailbreaking LLMs
Authors: Marco Arazzi, Vignesh Kumar Kembu, Antonino Nocera, Vinod P | Published: 2025-04-30
LLM-IFT: LLM-Powered Information Flow Tracking for Secure Hardware
Authors: Nowfel Mashnoor, Mohammad Akyash, Hadi Kamali, Kimia Azar | Published: 2025-04-09
Output Constraints as Attack Surface: Exploiting Structured Generation to Bypass LLM Safety Mechanisms
Authors: Shuoming Zhang, Jiacheng Zhao, Ruiyuan Xu, Xiaobing Feng, Huimin Cui | Published: 2025-03-31
Align in Depth: Defending Jailbreak Attacks via Progressive Answer Detoxification
Authors: Yingjie Zhang, Tong Liu, Zhe Zhao, Guozhu Meng, Kai Chen | Published: 2025-03-14
Tempest: Autonomous Multi-Turn Jailbreaking of Large Language Models with Tree Search
Authors: Andy Zhou, Ron Arel | Published: 2025-03-13 | Updated: 2025-05-21
CyberLLMInstruct: A Pseudo-malicious Dataset Revealing Safety-performance Trade-offs in Cyber Security LLM Fine-tuning
Authors: Adel ElZemity, Budi Arief, Shujun Li | Published: 2025-03-12 | Updated: 2025-09-17
A Mousetrap: Fooling Large Reasoning Models for Jailbreak with Chain of Iterative Chaos
Authors: Yang Yao, Xuan Tong, Ruofan Wang, Yixu Wang, Lujundong Li, Liang Liu, Yan Teng, Yingchun Wang | Published: 2025-02-19 | Updated: 2025-06-03
QueryAttack: Jailbreaking Aligned Large Language Models Using Structured Non-natural Query Language
Authors: Qingsong Zou, Jingyu Xiao, Qing Li, Zhi Yan, Yuhang Wang, Li Xu, Wenxuan Wang, Kuofeng Gao, Ruoyu Li, Yong Jiang | Published: 2025-02-13 | Updated: 2025-05-26
Dagger Behind Smile: Fool LLMs with a Happy Ending Story
Authors: Xurui Song, Zhixin Xie, Shuo Huai, Jiayi Kong, Jun Luo | Published: 2025-01-19 | Updated: 2025-09-30