From 4a0f6cd5ca9e9f0a96fe0ee0bbc6c2f11a8e9e7e Mon Sep 17 00:00:00 2001 From: Daizong Liu Date: Sat, 27 Sep 2025 11:04:20 +0800 Subject: [PATCH] update 9.27.2025 --- README.md | 20 ++++++++++++++++++++ 1 file changed, 20 insertions(+) diff --git a/README.md b/README.md index cce1fc5..1c0af88 100644 --- a/README.md +++ b/README.md @@ -380,6 +380,10 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍. * Renmiao Chen, Shiyao Cui, Xuancheng Huang, Chengwei Pan, Victor Shea-Jay Huang, QingLin Zhang, Xuan Ouyang, Zhexin Zhang, Hongning Wang, Minlie Huang * Tsinghua University, Beihang University * [Arxiv2025] https://arxiv.org/abs/2508.05087 +* **FORCE: Transferable Visual Jailbreaking Attacks via Feature Over-Reliance Correction** | # + * Runqi Lin, Alasdair Paren, Suqin Yuan, Muyang Li, Philip Torr, Adel Bibi, Tongliang Liu + * The University of Sydney, University of Oxford + * [Arxiv2025] https://arxiv.org/abs/2509.21029 ## Prompt-Injection * **Abusing Images and Sounds for Indirect Instruction Injection in Multi-Modal LLMs** | @@ -496,6 +500,10 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍. * Zhiyuan Zhong, Zhen Sun, Yepang Liu, Xinlei He, Guanhong Tao * University of Utah, Hong Kong University of Science and Technology (Guangzhou), Southern University of Science and Technology * [Arxiv2025] https://arxiv.org/abs/2506.07214 +* **Poisoning Prompt-Guided Sampling in Video Large Language Models** | # + * Yuxin Cao, Wei Song, Jingling Xue, Jin Song Dong + * National University of Singapore, University of New South Wales, CSIRO’s Data61 + * [Arxiv2025] https://arxiv.org/abs/2509.20851 ## Special-Attacks-For-LVLM-Applications * **Physical Backdoor Attack can Jeopardize Driving with Vision-Large-Language Models** | @@ -566,6 +574,14 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍. * Qi Guo, Xiaojun Jia, Shanmin Pang, Simeng Qin, Lin Wang, Ju Jia, Yang Liu, Qing Guo * Xi’an Jiaotong University, Nanyang Technological University, Northeastern University, Hangzhou Dianzi University, Southeast University, A*STAR * [Arxiv2025] https://arxiv.org/abs/2508.05167 +* **Universal Camouflage Attack on Vision-Language Models for Autonomous Driving** | # + * Dehong Kong, Sifan Yu, Siyuan Liang, Jiawei Liang, Jianhou Gan, Aishan Liu, Wenqi Ren + * SUN YAT-SEN UNIVERSITY, National University of Singapore, Yunnan Normal University, Beihang University + * [Arxiv2025] https://arxiv.org/abs/2509.20196 +* **FreezeVLA: Action-Freezing Attacks against Vision-Language-Action Models** | # + * Xin Wang, Jie Li, Zejia Weng, Yixu Wang, Yifeng Gao, Tianyu Pang, Chao Du, Yan Teng, Yingchun Wang, Zuxuan Wu, Xingjun Ma, Yu-Gang Jiang + * Fudan University, Shanghai AI Lab, Sea AI Lab + * [Arxiv2025] https://arxiv.org/abs/2509.19870 * **Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data, and Metric Perspectives** | [Github](https://github.com/drive-bench/toolkit) # * Shaoyuan Xie, Lingdong Kong, Yuhao Dong, Chonghao Sima, Wenwei Zhang, Qi Alfred Chen, Ziwei Liu, Liang Pan * University of California, Shanghai AI Laboratory, National University of Singapore, Nanyang Technological University, The University of Hong Kong @@ -576,3 +592,7 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍. * DongGeon Lee, Joonwon Jang, Jihae Jeong, Hwanjo Yu * POSTECH, LG AI Research * [EMNLP2025] https://arxiv.org/abs/2505.15389 +* **Benchmarking Gaslighting Attacks Against Speech Large Language Models** | # + * 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