diff --git a/README.md b/README.md index 401120e..27655fb 100644 --- a/README.md +++ b/README.md @@ -372,6 +372,10 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍. * Quanchen Zou, Zonghao Ying, Moyang Chen, Wenzhuo Xu, Yisong Xiao, Yakai Li, Deyue Zhang, Dongdong Yang, Zhao Liu, Xiangzheng Zhang * 360 AI Security Lab, Beihang University, Wenzhou-Kean University, University of the Chinese Academy of Sciences * [Arxiv2025] https://arxiv.org/abs/2507.21540 +* **JPS: Jailbreak Multimodal Large Language Models with Collaborative Visual Perturbation and Textual Steering** | # + * 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 ## Prompt-Injection * **Abusing Images and Sounds for Indirect Instruction Injection in Multi-Modal LLMs** | @@ -554,6 +558,10 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍. * Yaling Shen, Zhixiong Zhuang, Kun Yuan, Maria-Irina Nicolae, Nassir Navab, Nicolas Padoy, Mario Fritz * Bosch Center for Artificial Intelligence, Technical University of Munich, Munich Center for Machine Learning, Saarland University, University of Strasbourg, IHU Strasbourg, CISPA Helmholtz Center for Information Security * [Arxiv2025] https://arxiv.org/abs/2502.02438 +* **PhysPatch: A Physically Realizable and Transferable Adversarial Patch Attack for Multimodal Large Language Models-based Autonomous Driving Systems** | # + * 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 * **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