One Prompt Word is Enough to Boost Adversarial Robustness for
Pre-trained Vision-Language Models

One Prompt Word is Enough to Boost Adversarial Robustness for Pre-trained Vision-Language Models

4 March 2024

Michael W. Spratling

Papers citing "One Prompt Word is Enough to Boost Adversarial Robustness for Pre-trained Vision-Language Models"

13 / 13 papers shown

Title
Generalizable Prompt Learning of CLIP: A Brief Overview Fangming Cui Yonggang Zhang Xuan Wang Xule Wang Liang Xiao VPVLM VLM 63 0 0 03 Mar 2025
CLIPure: Purification in Latent Space via CLIP for Adversarially Robust Zero-Shot Classification Mingkun Zhang Keping Bi Wei Chen J. Guo Xueqi Cheng BDL VLM 43 1 0 25 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
Adversarial Prompt Distillation for Vision-Language Models Lin Luo Xin Wang Bojia Zi Shihao Zhao Xingjun Ma Yu-Gang Jiang AAML VLM 74 1 0 22 Nov 2024
On the Adversarial Robustness of Multi-Modal Foundation Models Christian Schlarmann Matthias Hein AAML 90 84 0 21 Aug 2023
Rethinking the Effect of Data Augmentation in Adversarial Contrastive Learning Rundong Luo Yifei Wang Yisen Wang 29 18 0 02 Mar 2023
GALIP: Generative Adversarial CLIPs for Text-to-Image Synthesis Ming Tao Bingkun Bao Hao Tang Changsheng Xu DiffM VLM 55 99 0 30 Jan 2023
Being Comes from Not-being: Open-vocabulary Text-to-Motion Generation with Wordless Training Junfan Lin Jianlong Chang Lingbo Liu Guanbin Li Liang Lin Qi Tian Changan Chen VGen 35 26 0 28 Oct 2022
Make Some Noise: Reliable and Efficient Single-Step Adversarial Training Pau de Jorge Adel Bibi Riccardo Volpi Amartya Sanyal Philip H. S. Torr Grégory Rogez P. Dokania AAML 38 45 0 02 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 380 4,010 0 28 Jan 2022
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 319 2,108 0 02 Sep 2021
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 293 2,875 0 11 Feb 2021
RobustBench: a standardized adversarial robustness benchmark Francesco Croce Maksym Andriushchenko Vikash Sehwag Edoardo Debenedetti Nicolas Flammarion M. Chiang Prateek Mittal Matthias Hein VLM 205 668 0 19 Oct 2020