diff --git a/README.md b/README.md index cbd5e54..09f9ceb 100644 --- a/README.md +++ b/README.md @@ -202,3 +202,23 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍. * [Arxiv2024] https://arxiv.org/abs/2405.10529 ## Data-Poisoning +* **Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models** | [Github](https://github.com/umd-huang-lab/VLM-Poisoning) + * Yuancheng Xu, Jiarui Yao, Manli Shu, Yanchao Sun, Zichu Wu, Ning Yu, Tom Goldstein, Furong Huang + * University of Maryland, College Park, JPMorgan AI Research, University of Waterloo, Salesforce Research + * [Arxiv2024] https://arxiv.org/abs/2402.06659 +* **PoisonedRAG: Knowledge Poisoning Attacks to Retrieval-Augmented Generation of Large Language Models** | [Github](https://github.com/sleeepeer/PoisonedRAG) + * Wei Zou, Runpeng Geng, Binghui Wang, Jinyuan Jia + * Pennsylvania State University, Wuhan University, Illinois Institute of Technology + * [Arxiv2024] https://arxiv.org/abs/2402.07867 +* **Test-Time Backdoor Attacks on Multimodal Large Language Models** | [Github](https://github.com/sail-sg/AnyDoor) + * Dong Lu, Tianyu Pang, Chao Du, Qian Liu, Xianjun Yang, Min Lin + * Southern University of Science and Technology, Sea AI Lab, University of California + * [Arxiv2024] https://arxiv.org/abs/2402.08577 +* **VL-Trojan: Multimodal Instruction Backdoor Attacks against Autoregressive Visual Language Models** | + * Jiawei Liang, Siyuan Liang, Man Luo, Aishan Liu, Dongchen Han, Ee-Chien Chang, Xiaochun Cao + * Sun Yat-sen University + * [Arxiv2024] https://arxiv.org/abs/2402.13851 +* **Physical Backdoor Attack can Jeopardize Driving with Vision-Large-Language Models** | + * Zhenyang Ni, Rui Ye, Yuxi Wei, Zhen Xiang, Yanfeng Wang, Siheng Chen + * Shanghai Jiao Tong University, University of Illinois Urbana-Champaign, Shanghai AI Laboratory, Multi-Agent Governance & Intelligence Crew + * [Arxiv2024] https://arxiv.org/abs/2404.12916