CalvinBackup/Awesome-LVLM-Attack
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@@ -259,6 +259,10 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍.
* Chengyin Hu, Yuxian Dong, Yikun Guo, Xiang Chen, Junqi Wu, Jiahuan Long, Yiwei Wei, Tingsong Jiang, Wen Yao
* n/a
* [Arxiv2026] https://arxiv.org/abs/2604.03117
* **Challenging Vision-Language Models with Physically Deployable Multimodal Semantic Lighting Attacks** | #
* Yingying Zhao, Chengyin Hu, Qike Zhang, Xin Li, Xin Wang, Yiwei Wei, Jiujiang Guo, Jiahuan Long, Tingsong Jiang, Wen Yao
* n/a
* [Arxiv2026] https://arxiv.org/abs/2604.12833
* **Are Large Vision-Language Models Robust to Adversarial Visual Transformations?** | #
* Daizong Liu, Xiaowen Cai, Pan Zhou, Xiaoye Qu, Lichao Sun, Wei Hu
* Wuhan University, Huazhong University of Science and Technology, Lehigh University, Peking University
@@ -275,6 +279,10 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍.
* Daizong Liu, Baoquan Chen, Wei Hu
* Wuhan University, Peking University
* [AAAI2026] https://ojs.aaai.org/index.php/AAAI/article/view/37647
* **Seeing No Evil: Blinding Large Vision-Language Models to Safety Instructions via Adversarial Attention Hijacking** | #
* Jingru Li, Wei Ren, Tianqing Zhu
* China University of Geosciences, City University of Macau
* [ACL2026] https://arxiv.org/abs/2604.10299
## Jailbreak-Attack
* **Are aligned neural networks adversarially aligned?** |
@@ -513,6 +521,10 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍.
* Quanchen Zou, Moyang Chen, Zonghao Ying, Wenzhuo Xu, Yisong Xiao, Deyue Zhang, Dongdong Yang, Zhao Liu, Xiangzheng Zhang
* 360 AI Security Lab, Wenzhou-Kean University, Beihang University
* [Arxiv2026] https://arxiv.org/abs/2603.09246
* **Every Picture Tells a Dangerous Story: Memory-Augmented Multi-Agent Jailbreak Attacks on VLMs** | #
* Jianhao Chen, Haoyang Chen, Hanjie Zhao, Haozhe Liang, Tieyun Qian
* Wuhan University, Tianjin University, University of the Chinese Academy of Sciences
* [Arxiv2026] https://arxiv.org/abs/2604.12616
## Prompt-Injection
* **Abusing Images and Sounds for Indirect Instruction Injection in Multi-Modal LLMs** |