From 5f345a8e7dfe727800b1437240fa1be7826390d1 Mon Sep 17 00:00:00 2001 From: Daizong Liu Date: Tue, 2 Dec 2025 10:47:20 +0800 Subject: [PATCH] update 12.2.2025 --- README.md | 24 ++++++++++++++++++++++++ 1 file changed, 24 insertions(+) diff --git a/README.md b/README.md index e4c5476..9db8c6b 100644 --- a/README.md +++ b/README.md @@ -202,6 +202,18 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍. * Haochuan Xu, Yun Sing Koh, Shuhuai Huang, Zirun Zhou, Di Wang, Jun Sakuma, Jingfeng Zhang * The University of Auckland, King Abdullah University of Science and Technology, Tokyo University of Science, RIKEN Center for Advanced Intelligence Project * [Arxiv2025] https://arxiv.org/abs/2510.13237 +* **V-Attack: Targeting Disentangled Value Features for Controllable Adversarial Attacks on LVLMs** | # + * Sen Nie, Jie Zhang, Jianxin Yan, Shiguang Shan, Xilin Chen + * Chinese Academy of Sciences, University of Chinese Academy of Sciences, Zhejiang University + * [Arxiv2025] https://arxiv.org/abs/2511.20223 +* **Adversarial Confusion Attack: Disrupting Multimodal Large Language Models** | # + * Jakub Hoscilowicz, Artur Janicki + * Warsaw University of Technology + * [Arxiv2025] https://arxiv.org/abs/2511.20494 +* **When Alignment Fails: Multimodal Adversarial Attacks on Vision-Language-Action Models** | # + * Yuping Yan, Yuhan Xie, Yixin Zhang, Lingjuan Lyu, Handing Wang, Yaochu Jin + * Westlake University, Pennsylvania State University, Sony Research, Xidian University + * [Arxiv2025] https://arxiv.org/abs/2511.16203 * **Imperceptible Transfer Attack on Large Vision-Language Models** | # * Xiaowen Cai, Daizong Liu, Runwei Guan, Pan Zhou * Huazhong University of Science and Technology, Peking University, University of Liverpool @@ -420,6 +432,10 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍. * Yuxuan Zhou, Yuzhao Peng, Yang Bai, Kuofeng Gao, Yihao Zhang, Yechao Zhang, Xun Chen, Tao Yu, Tao Dai, Shu-Tao Xia * Tsinghua University, ByteDance, Peking University, Nanyang Technological University, CASIA, Shenzhen University * [Arxiv2025] https://arxiv.org/abs/2511.08367 +* **Jailbreaking Large Vision Language Models in Intelligent Transportation Systems** | # + * Badhan Chandra Das, Md Tasnim Jawad, Md Jueal Mia, M. Hadi Amini, Yanzhao Wu + * Florida International University + * [Arxiv2025] https://arxiv.org/abs/2511.13892 ## Prompt-Injection * **Abusing Images and Sounds for Indirect Instruction Injection in Multi-Modal LLMs** | @@ -664,3 +680,11 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍. * Jinyang Wu, Bin Zhu, Xiandong Zou, Qiquan Zhang, Xu Fang, Pan Zhou * Singapore Management University, Tongyi Speech Lab, Dalian University of Technology * [Arxiv2025] https://arxiv.org/abs/2509.19858 +* **AttackVLA: Benchmarking Adversarial and Backdoor Attacks on Vision-Language-Action Models** | # + * Jiayu Li, Yunhan Zhao, Xiang Zheng, Zonghuan Xu, Yige Li, Xingjun Ma, Yu-Gang Jiang + * Fudan University, City University of Hong Kong, Singapore Management University + * [Arxiv2025] https://arxiv.org/abs/2511.12149 +* **BackdoorVLM: A Benchmark for Backdoor Attacks on Vision-Language Models** | # + * Juncheng Li, Yige Li, Hanxun Huang, Yunhao Chen, Xin Wang, Yixu Wang, Xingjun Ma, Yu-Gang Jiang + * Fudan University, Singapore Management University, The University of Melbourne + * [Arxiv2025] https://arxiv.org/abs/2511.18921