Breaking the weakest link to evade vision language models
Authors: Ilan Zini, Boussad Addad, Katarzyna Kapusta | Published: 2026-08-19
Model DoS
SMTrap: Cost-Effective DoS Attacks Against Large Reasoning Models via SMT Conflict Guidance
Authors: Jian Yang, Zhenqi Feng, Zhaoyang Yu, Zhaoxin Fan, Kejian Wu, Xiaofeng Wang, Zheng Zhu, Jianjun Huang, Wei You, Bin Liang | Published: 2026-08-19
COMIC: Reference-Aware Safety Gating for Multimodal Large Language Models
Authors: Md Abdullahil Oaphy, Anhao Xiang, Zongxing Xie, Huayue Gu, Chenyu Wang, Honghui Xu | Published: 2026-08-18
Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models
Authors: Shuozhe Cheng, Kunlan Xiang, Mingxuan Li, Ji Zhang, Dongxiao Liu, Wenbo Jiang | Published: 2026-08-11
EntailLLM: Verifying LLM-Generated Vulnerability Discovery Paths with Domain Knowledge via Logic Programming
Authors: Kaustuv Mukherji, Jaikrishna Manojkumar Patil, Colton Payne, Paulo Shakarian, Dana Warmsley, Nigel Stepp, Evelyn Kim | Published: 2026-08-03
Technical Report on the CVPR 2026@AdvML Workshop Challenge
Authors: Tianyuan Zhang, Zonglei Jing, Jiangfan Liu, Ligong Zhang, Ke Ma, Chengzhi Sun, Xiaohai Xu, Zhirui Zhang, Qianqian Xu, Qingming Huang, Hanyu Fang, Junhua Liu, Zheng Wang, Xiaoliang Liu, Yuanbo Li, Shuai Gui, Bin Wang, Menghe Zheng, Jing Nie, Hanyang Meng, Zeyang Zhang, Xiang Zhang, Yongxuan Zhu, Rui Ding, Hainan Li, Yongkang Zhang, Zhilei Zhu, Xianglong Kong, Jin Hu, Zonghao Ying, Yisong Xiao, Lei Chen, Haotong Qin, Jiakai Wang, Aishan Liu, Ruikai Li, Julia Karbing, Yinpeng Dong, Zhenfei Yin, Shao Jing, Xia Hu, Jingyi Xu, Juntao Dai, Xinyun Chen, Vishal M. Patel, Xianglong Liu, Dawn Song, Alan Yuille, Philip H. S. Torr, Dacheng Tao | Published: 2026-07-13
Adversarial Diffusion Across Modalities: A Fusion Survey of Attacks, Defenses, and Evaluation for Text, Vision, and Vision-Language Models
Authors: Abrar Alotaibi, Moataz Ahmed | Published: 2026-06-25
SEC-bench Pro: Can Language Models Solve Long-Horizon Software Security Tasks?
Authors: Hwiwon Lee, Jiawei Liu, Dongjun Kim, Ziqi Zhang, Chunqiu Steven Xia, Lingming Zhang | Published: 2026-05-26
EVA: Editing for Versatile Alignment against Jailbreaks
Authors: Yi Wang, Hongye Qiu, Yue Xu, Sibei Yang, Zhan Qin, Minlie Huang, Wenjie Wang | Published: 2026-05-14
Defenses at Odds: Measuring and Explaining Defense Conflicts in Large Language Models
Authors: Xiangtao Meng, Wenyu Chen, Chuanchao Zang, Xinyu Gao, Jianing Wang, Li Wang, Zheng Li, Shanqing Guo | Published: 2026-05-14