NEXUS: Network Exploration for eXploiting Unsafe Sequences in Multi-Turn LLM Jailbreaks
Authors: Javad Rafiei Asl, Sidhant Narula, Mohammad Ghasemigol, Eduardo Blanco, Daniel Takabi | Published: 2025-10-03 | Updated: 2025-10-21
Untargeted Jailbreak Attack
Authors: Xinzhe Huang, Wenjing Hu, Tianhang Zheng, Kedong Xiu, Xiaojun Jia, Di Wang, Zhan Qin, Kui Ren | Published: 2025-10-03 | Updated: 2025-10-28
UpSafe$^\circ$C: Upcycling for Controllable Safety in Large Language Models
Authors: Yuhao Sun, Zhuoer Xu, Shiwen Cui, Kun Yang, Lingyun Yu, Yongdong Zhang, Hongtao Xie | Published: 2025-10-02
FalseCrashReducer: Mitigating False Positive Crashes in OSS-Fuzz-Gen Using Agentic AI
Authors: Paschal C. Amusuo, Dongge Liu, Ricardo Andres Calvo Mendez, Jonathan Metzman, Oliver Chang, James C. Davis | Published: 2025-10-02
Evaluating the Robustness of a Production Malware Detection System to Transferable Adversarial Attacks
Authors: Milad Nasr, Yanick Fratantonio, Luca Invernizzi, Ange Albertini, Loua Farah, Alex Petit-Bianco, Andreas Terzis, Kurt Thomas, Elie Bursztein, Nicholas Carlini | Published: 2025-10-02
Position: Privacy Is Not Just Memorization!
Authors: Niloofar Mireshghallah, Tianshi Li | Published: 2025-10-02
POLAR: Automating Cyber Threat Prioritization through LLM-Powered Assessment
Authors: Luoxi Tang, Yuqiao Meng, Ankita Patra, Weicheng Ma, Muchao Ye, Zhaohan Xi | Published: 2025-10-02
Bypassing Prompt Guards in Production with Controlled-Release Prompting
Authors: Jaiden Fairoze, Sanjam Garg, Keewoo Lee, Mingyuan Wang | Published: 2025-10-02
Fine-Tuning Jailbreaks under Highly Constrained Black-Box Settings: A Three-Pronged Approach
Authors: Xiangfang Li, Yu Wang, Bo Li | Published: 2025-10-01 | Updated: 2025-10-09
SPATA: Systematic Pattern Analysis for Detailed and Transparent Data Cards
Authors: João Vitorino, Eva Maia, Isabel Praça, Carlos Soares | Published: 2025-09-30