One Perturbation is Enough: On Generating Universal Adversarial Perturbations against Vision-Language Pre-training Models

One Perturbation is Enough: On Generating Universal Adversarial Perturbations against Vision-Language Pre-training Models

8 June 2024

Hao Fang

Bin Chen

Hao Wu

Ke Xu

Papers citing "One Perturbation is Enough: On Generating Universal Adversarial Perturbations against Vision-Language Pre-training Models"

17 / 17 papers shown

Title
X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP Hanxun Huang Sarah Monazam Erfani Yige Li Xingjun Ma James Bailey AAML 27 0 0 08 May 2025
Protecting Your Video Content: Disrupting Automated Video-based LLM Annotations Haitong Liu Kuofeng Gao Yang Bai Jinmin Li Jinxiao Shan Tao Dai Shu-Tao Xia AAML 62 1 0 26 Mar 2025
Cross-Model Transferability of Adversarial Patches in Real-time Segmentation for Autonomous Driving Prashant Shekhar Bidur Devkota Dumindu Samaraweera Laxima Niure Kandel Manoj Babu AAML 38 0 0 22 Feb 2025
TAPT: Test-Time Adversarial Prompt Tuning for Robust Inference in Vision-Language Models Xin Wang Kai-xiang Chen Jiaming Zhang Jingjing Chen Xingjun Ma AAML VPVLM VLM 78 1 0 20 Nov 2024
BlueSuffix: Reinforced Blue Teaming for Vision-Language Models Against Jailbreak Attacks Yunhan Zhao Xiang Zheng Lin Luo Yige Li Xingjun Ma Yu-Gang Jiang VLM AAML 32 3 0 28 Oct 2024
Efficient and Effective Universal Adversarial Attack against Vision-Language Pre-training Models Fan Yang Yihao Huang K. Wang Ling Shi G. Pu Yang Liu H. Wang AAML VLM 13 1 0 15 Oct 2024
A Closer Look at GAN Priors: Exploiting Intermediate Features for Enhanced Model Inversion Attacks Yixiang Qiu Hao Fang Hongyao Yu Bin Chen Meikang Qiu Shu-Tao Xia AAML 26 10 0 18 Jul 2024
CLIP-Guided Networks for Transferable Targeted Attacks Hao Fang Jiawei Kong Bin Chen Tao Dai Hao Wu Shu-Tao Xia AAML 34 4 0 14 Jul 2024
Video Watermarking: Safeguarding Your Video from (Unauthorized) Annotations by Video-based LLMs Jinmin Li Kuofeng Gao Yang Bai Jingyun Zhang Shu-Tao Xia 20 4 0 02 Jul 2024
GI-NAS: Boosting Gradient Inversion Attacks through Adaptive Neural Architecture Search Wenbo Yu Hao Fang Bin Chen Xiaohang Sui Chuan Chen Hao Wu Shu-Tao Xia Ke Xu AAML AI4CE 22 7 0 31 May 2024
LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling Yaohua Zha Naiqi Li Yanzi Wang Tao Dai Hang Guo Bin Chen Zhi Wang Zhihao Ouyang Shu-Tao Xia Mamba 29 8 0 27 May 2024
Diffusion Models for Adversarial Purification Weili Nie Brandon Guo Yujia Huang Chaowei Xiao Arash Vahdat Anima Anandkumar WIGM 184 289 0 16 May 2022
VLP: A Survey on Vision-Language Pre-training Feilong Chen Duzhen Zhang Minglun Han Xiuyi Chen Jing Shi Shuang Xu Bo Xu VLM 74 208 0 18 Feb 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 378 4,010 0 28 Jan 2022
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 291 2,875 0 11 Feb 2021
Unified Vision-Language Pre-Training for Image Captioning and VQA Luowei Zhou Hamid Palangi Lei Zhang Houdong Hu Jason J. Corso Jianfeng Gao MLLM VLM 250 922 0 24 Sep 2019
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 253 2,899 0 04 Nov 2016