Test-Time Backdoor Attacks on Multimodal Large Language Models

Test-Time Backdoor Attacks on Multimodal Large Language Models

13 February 2024

Papers citing "Test-Time Backdoor Attacks on Multimodal Large Language Models"

14 / 14 papers shown

Title
Stealthy Backdoor Attack in Self-Supervised Learning Vision Encoders for Large Vision Language Models Zhaoyi Liu Huan Zhang AAML 68 0 0 25 Feb 2025
Topic-FlipRAG: Topic-Orientated Adversarial Opinion Manipulation Attacks to Retrieval-Augmented Generation Models Y. Gong Zhuo Chen Miaokun Chen Fengchang Yu Wei-Tsung Lu XiaoFeng Wang Xiaozhong Liu J. Liu AAML SILM 54 0 0 03 Feb 2025
Defending Multimodal Backdoored Models by Repulsive Visual Prompt Tuning Zhifang Zhang Shuo He Bingquan Shen Lei Feng Lei Feng AAML 34 0 0 29 Dec 2024
Backdooring Vision-Language Models with Out-Of-Distribution Data Weimin Lyu Jiachen Yao Saumya Gupta Lu Pang Tao Sun Lingjie Yi Lijie Hu Haibin Ling Chao Chen VLM AAML 41 2 0 02 Oct 2024
Physical Backdoor Attack can Jeopardize Driving with Vision-Large-Language Models Zhenyang Ni Rui Ye Yuxian Wei Zhen Xiang Yanfeng Wang Siheng Chen AAML 25 9 0 19 Apr 2024
On the Adversarial Robustness of Multi-Modal Foundation Models Christian Schlarmann Matthias Hein AAML 90 84 0 21 Aug 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 244 4,186 0 30 Jan 2023
Data Poisoning Attacks Against Multimodal Encoders Ziqing Yang Xinlei He Zheng Li Michael Backes Mathias Humbert Pascal Berrang Yang Zhang AAML 96 43 0 30 Sep 2022
BACKDOORL: Backdoor Attack against Competitive Reinforcement Learning Lun Wang Zaynah Javed Xian Wu Wenbo Guo Xinyu Xing D. Song AAML 57 64 0 02 May 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,735 0 24 Feb 2021
DeepPayload: Black-box Backdoor Attack on Deep Learning Models through Neural Payload Injection Yuanchun Li Jiayi Hua Haoyu Wang Chunyang Chen Yunxin Liu FedML SILM 70 74 0 18 Jan 2021
Adversarial Camouflage: Hiding Physical-World Attacks with Natural Styles Ranjie Duan Xingjun Ma Yisen Wang James Bailey •. A. K. Qin Yun Yang AAML 142 222 0 08 Mar 2020
Clean-Label Backdoor Attacks on Video Recognition Models Shihao Zhao Xingjun Ma Xiang Zheng James Bailey Jingjing Chen Yu-Gang Jiang AAML 165 274 0 06 Mar 2020
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 247 5,813 0 08 Jul 2016