CalvinBackup/Awesome-LVLM-Attack
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update 9.6.2024

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@@ -121,6 +121,14 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍.
* Kuofeng Gao, Yang Bai, Jindong Gu, Shu-Tao Xia, Philip Torr, Zhifeng Li, Wei Liu
* Tsinghua University, Tencent Technology, University of Oxford, Tencent Data Platform, Peng Cheng Laboratory
* [Arxiv2024] https://arxiv.org/abs/2401.11170
* **On the Robustness of Large Multimodal Models Against Image Adversarial Attacks** | #
* Xuanming Cui, Alejandro Aparcedo, Young Kyun Jang, Ser-Nam Lim
* University of Central Florida
* [CVPR2024] https://openaccess.thecvf.com/content/CVPR2024/papers/Cui_On_the_Robustness_of_Large_Multimodal_Models_Against_Image_Adversarial_CVPR_2024_paper.pdf
* **Exploring the Transferability of Visual Prompting for Multimodal Large Language Models** | [Github](https://github.com/zycheiheihei/Transferable-Visual-Prompting) #
* 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
## Jailbreak-Attack
* **Are aligned neural networks adversarially aligned?** |
@@ -241,6 +249,10 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍.
* Subaru Kimura, Ryota Tanaka, Shumpei Miyawaki, Jun Suzuki, Keisuke Sakaguchi
* Tohoku University, NTT Corporation
* [Arxiv2024] https://arxiv.org/abs/2408.03554
* **Exploring the Transferability of Visual Prompting for Multimodal Large Language Models** | [Github](https://github.com/zycheiheihei/Transferable-Visual-Prompting) #
* 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
## Data-Poisoning
* **Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models** | [Github](https://github.com/umd-huang-lab/VLM-Poisoning)