CalvinBackup/Awesome-LVLM-Attack
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@@ -267,6 +267,10 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍.
* Yuanbo Li, Tianyang Xu, Cong Hu, Tao Zhou, Xiao-Jun Wu, Josef Kittler
* Jiangnan University, University of Surrey
* [CVPR2026] https://arxiv.org/abs/2603.04846
* **Spatial-Spectral Homogeneous Attacks on Physical-World Large Vision-Language Models** | #
* Daizong Liu, Baoquan Chen, Wei Hu
* Wuhan University, Peking University
* [AAAI2026] https://ojs.aaai.org/index.php/AAAI/article/view/37647
## Jailbreak-Attack
* **Are aligned neural networks adversarially aligned?** |
@@ -501,6 +505,10 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍.
* Jiacheng Hou, Yining Sun, Ruochong Jin, Haochen Han, Fangming Liu, Wai Kin Victor Chan, Alex Jinpeng Wang
* Tsinghua University, Peng Cheng Laboratory, Central South University
* [Arxiv2026] https://arxiv.org/abs/2602.10179
* **Reasoning-Oriented Programming: Chaining Semantic Gadgets to Jailbreak Large Vision Language Models** | #
* 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
## Prompt-Injection
* **Abusing Images and Sounds for Indirect Instruction Injection in Multi-Modal LLMs** |
@@ -773,3 +781,7 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍.
* 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
* **VisualLeakBench: Auditing the Fragility of Large Vision-Language Models against PII Leakage and Social Engineering** | #
* Youting Wang, Yuan Tang, Yitian Qian, Chen Zhao
* Northeastern University, Carnegie Mellon University, Boston University, New York University
* [Arxiv2026] https://arxiv.org/abs/2603.13385