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update 6.3.2025
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@@ -339,6 +339,10 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍.
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* Bingrui Sima, Linhua Cong, Wenxuan Wang, Kun He
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* Huazhong University of Science and Technology, Hong Kong University of Science and Technology
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* [Arxiv2025] https://arxiv.org/abs/2505.19684
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* **Align is not Enough: Multimodal Universal Jailbreak Attack against Multimodal Large Language Models** | #
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* Youze Wang, Wenbo Hu, Yinpeng Dong, Jing Liu, Hanwang Zhang, Richang Hong
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* Hefei University of Technology, Tsinghua University, Chinese Academy of Science, Nanyang Technological University
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* [Arxiv2025] https://arxiv.org/abs/2506.01307
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## Prompt-Injection
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* **Abusing Images and Sounds for Indirect Instruction Injection in Multi-Modal LLMs** |
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@@ -435,6 +439,10 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍.
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* Zhaoyi Liu, Huan Zhang
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* University of Illinois Urbana-Champaign
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* [Arxiv2025] https://arxiv.org/abs/2502.18290
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* **Spa-VLM: Stealthy Poisoning Attacks on RAG-based VLM** | #
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* Lei Yu, Yechao Zhang, Ziqi Zhou, Yang Wu, Wei Wan, Minghui Li, Shengshan Hu, Pei Xiaobing, Jing Wang
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* Huazhong University of Science and Technology
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* [Arxiv2025] https://arxiv.org/abs/2505.23828
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## Special-Attacks-For-LVLM-Applications
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* **Physical Backdoor Attack can Jeopardize Driving with Vision-Large-Language Models** |
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