CalvinBackup/Awesome-LVLM-Attack
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update 11.25.2024

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@@ -136,6 +136,10 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍.
* Yubo Wang, Chaohu Liu, Yanqiu Qu, Haoyu Cao, Deqiang Jiang, Linli Xu
* University of Science and Technology of China, Tencent YouTu Lab
* [ACMMM2024] https://arxiv.org/abs/2410.06699
* **Pandora's Box: Towards Building Universal Attackers against Real-World Large Vision-Language Models** | #
* Daizong Liu, Mingyu Yang, Xiaoye Qu, Pan Zhou, Xiang Fang, Keke Tang, Yao Wan, Lichao Sun
* Peking University, Huazhong University of Science and Technology, Nanyang Technological University, Guangzhou University, Lehigh University
* [NeurIPS2024] https://openreview.net/forum?id=gDpWYpocE1
## Jailbreak-Attack
* **Are aligned neural networks adversarially aligned?** |
@@ -272,6 +276,10 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍.
* Yichi Zhang, Yinpeng Dong, Siyuan Zhan, Tianzan Min, Hang Su, Jun Zhu
* Tsinghua University, RealAI, Pazhou Laboratory (Huangpu)
* [CVPR2024] https://openaccess.thecvf.com/content/CVPR2024/papers/Zhang_Exploring_the_Transferability_of_Visual_Prompting_for_Multimodal_Large_Language_CVPR_2024_paper.pdf
* **Pandora's Box: Towards Building Universal Attackers against Real-World Large Vision-Language Models** | #
* Daizong Liu, Mingyu Yang, Xiaoye Qu, Pan Zhou, Xiang Fang, Keke Tang, Yao Wan, Lichao Sun
* Peking University, Huazhong University of Science and Technology, Nanyang Technological University, Guangzhou University, Lehigh University
* [NeurIPS2024] https://openreview.net/forum?id=gDpWYpocE1
## Data-Poisoning
* **Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models** | [Github](https://github.com/umd-huang-lab/VLM-Poisoning)