update 10.13.2025

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Daizong Liu
2025-10-13 17:38:30 +08:00
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@@ -384,6 +384,14 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍.
* Runqi Lin, Alasdair Paren, Suqin Yuan, Muyang Li, Philip Torr, Adel Bibi, Tongliang Liu
* The University of Sydney, University of Oxford
* [Arxiv2025] https://arxiv.org/abs/2509.21029
* **Effective and Stealthy One-Shot Jailbreaks on Deployed Mobile Vision-Language Agents** | #
* Renhua Ding, Xiao Yang, Zhengwei Fang, Jun Luo, Kun He, Jun Zhu
* Huazhong University of Science and Technology, Tsinghua University
* [Arxiv2025] https://arxiv.org/abs/2510.07809
* **Untargeted Jailbreak Attack** | #
* Xinzhe Huang, Wenjing Hu, Tianhang Zheng, Kedong Xiu, Xiaojun Jia, Di Wang, Zhan Qin, Kui Ren
* Zhejiang University, Nanjing University of Science and Technology, Nanyang Technological University, King Abdullah University of Science and Technology
* [Arxiv2025] https://arxiv.org/abs/2510.02999
## Prompt-Injection
* **Abusing Images and Sounds for Indirect Instruction Injection in Multi-Modal LLMs** |
@@ -446,6 +454,10 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍.
* Chetan Pathade
* CMU
* [Arxiv2025] https://arxiv.org/abs/2507.22304
* **AgentTypo: Adaptive Typographic Prompt Injection Attacks against Black-box Multimodal Agents** | #
* Yanjie Li, Yiming Cao, Dong Wang, Bin Xiao
* Hong Kong Polytechnic University,
* [Arxiv2025] https://arxiv.org/abs/2510.04257
## Data-Poisoning
* **Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models** | [Github](https://github.com/umd-huang-lab/VLM-Poisoning)