update 7.31.2025

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Daizong Liu
2025-07-31 17:28:13 +08:00
committed by GitHub
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@@ -194,6 +194,10 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍.
* Jiaming Zhang, Rui Hu, Qing Guo, Wei Yang Bryan Lim
* Nanyang Technological University, Beijing Jiaotong University, A*STAR
* [Arxiv2025] https://arxiv.org/abs/2507.00817
* **RECALLED: An Unbounded Resource Consumption Attack on Large Vision-Language Models** | #
* Haoran Gao, Yuanhe Zhang, Zhenhong Zhou, Lei Jiang, Fanyu Meng, Yujia Xiao, Kun Wang, Yang Liu, Junlan Feng
* China Mobile Research Institute, Beijing University of Posts and Telecommunications, Nanyang Technological University, University of Science and Technology of China
* [Arxiv2025] https://arxiv.org/abs/2507.18053
* **Imperceptible Transfer Attack on Large Vision-Language Models** | #
* Xiaowen Cai, Daizong Liu, Runwei Guan, Pan Zhou
* Huazhong University of Science and Technology, Peking University, University of Liverpool
@@ -364,6 +368,10 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍.
* Ziqi Miao, Yi Ding, Lijun Li, Jing Shao
* Shanghai Artificial Intelligence Laboratory, Purdue University
* [Arxiv2025] https://arxiv.org/abs/2507.02844
* **PRISM: Programmatic Reasoning with Image Sequence Manipulation for LVLM Jailbreaking** | #
* Quanchen Zou, Zonghao Ying, Moyang Chen, Wenzhuo Xu, Yisong Xiao, Yakai Li, Deyue Zhang, Dongdong Yang, Zhao Liu, Xiangzheng Zhang
* 360 AI Security Lab, Beihang University, Wenzhou-Kean University, University of the Chinese Academy of Sciences
* [Arxiv2025] https://arxiv.org/abs/2507.21540
## Prompt-Injection
* **Abusing Images and Sounds for Indirect Instruction Injection in Multi-Modal LLMs** |
@@ -422,6 +430,10 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍.
* Xilong Wang, John Bloch, Zedian Shao, Yuepeng Hu, Shuyan Zhou, Neil Zhenqiang Gong
* Duke University
* [Arxiv2025] https://arxiv.org/abs/2505.11717
* **Invisible Injections: Exploiting Vision-Language Models Through Steganographic Prompt Embedding** | #
* Chetan Pathade
* CMU
* [Arxiv2025] https://arxiv.org/abs/2507.22304
## Data-Poisoning
* **Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models** | [Github](https://github.com/umd-huang-lab/VLM-Poisoning)