MER-Inspector: Assessing model extraction risks from an attack-agnostic perspective
Authors: Xinwei Zhang, Haibo Hu, Qingqing Ye, Li Bai, Huadi Zheng | Published: 2025-09-23
Literature Database
Coherence-driven inference for cybersecurity
Authors: Steve Huntsman | Published: 2025-09-23
Strategic Dishonesty Can Undermine AI Safety Evaluations of Frontier LLM
Authors: Alexander Panfilov, Evgenii Kortukov, Kristina Nikolić, Matthias Bethge, Sebastian Lapuschkin, Wojciech Samek, Ameya Prabhu, Maksym Andriushchenko, Jonas Geiping | Published: 2025-09-22
Synth-MIA: A Testbed for Auditing Privacy Leakage in Tabular Data Synthesis
Authors: Joshua Ward, Xiaofeng Lin, Chi-Hua Wang, Guang Cheng | Published: 2025-09-22
Federated Learning in the Wild: A Comparative Study for Cybersecurity under Non-IID and Unbalanced Settings
Authors: Roberto Doriguzzi-Corin, Petr Sabel, Silvio Cretti, Silvio Ranise | Published: 2025-09-22
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
LLM-Driven SAST-Genius: A Hybrid Static Analysis Framework for Comprehensive and Actionable Security
Authors: Vaibhav Agrawal, Kiarash Ahi | Published: 2025-09-18 | Updated: 2025-09-23
Evil Vizier: Vulnerabilities of LLM-Integrated XR Systems
Authors: Yicheng Zhang, Zijian Huang, Sophie Chen, Erfan Shayegani, Jiasi Chen, Nael Abu-Ghazaleh | Published: 2025-09-18
Beyond Surface Alignment: Rebuilding LLMs Safety Mechanism via Probabilistically Ablating Refusal Direction
Authors: Yuanbo Xie, Yingjie Zhang, Tianyun Liu, Duohe Ma, Tingwen Liu | Published: 2025-09-18
Variables Ordering Optimization in Boolean Characteristic Set Method Using Simulated Annealing and Machine Learning-based Time Prediction
Authors: Minzhong Luo, Yudong Sun, Yin Long | Published: 2025-09-18