OT-Attack: Enhancing Adversarial Transferability of Vision-Language
Models via Optimal Transport Optimization

OT-Attack: Enhancing Adversarial Transferability of Vision-Language Models via Optimal Transport Optimization

7 December 2023

Jindong Gu

Yang Liu

Papers citing "OT-Attack: Enhancing Adversarial Transferability of Vision-Language Models via Optimal Transport Optimization"

17 / 17 papers shown

Title
Exploring Adversarial Transferability between Kolmogorov-arnold Networks Songping Wang Xinquan Yue Yueming Lyu Caifeng Shan AAML 63 1 0 08 Mar 2025
Understanding and Rectifying Safety Perception Distortion in VLMs Xiaohan Zou Jian Kang George Kesidis Lu Lin 94 0 0 18 Feb 2025
Adversarial Prompt Distillation for Vision-Language Models Lin Luo Xin Wang Bojia Zi Shihao Zhao Xingjun Ma Yu-Gang Jiang AAML VLM 79 1 0 22 Nov 2024
Semantic-Aligned Adversarial Evolution Triangle for High-Transferability Vision-Language Attack Xiaojun Jia Sensen Gao Qing-Wu Guo Ke Ma Yihao Huang Simeng Qin Yang Janet Liu Ivor Tsang Fellow Xiaochun Cao AAML 35 3 0 04 Nov 2024
Probing the Robustness of Vision-Language Pretrained Models: A Multimodal Adversarial Attack Approach Jiwei Guan Tianyu Ding Longbing Cao Lei Pan Chen Wang Xi Zheng AAML 26 0 0 24 Aug 2024
JailbreakZoo: Survey, Landscapes, and Horizons in Jailbreaking Large Language and Vision-Language Models Haibo Jin Leyang Hu Xinuo Li Peiyan Zhang Chonghan Chen Jun Zhuang Haohan Wang PILM 36 26 0 26 Jun 2024
Texture Re-scalable Universal Adversarial Perturbation Yihao Huang Qing Guo Felix Juefei-Xu Ming Hu Xiaojun Jia Xiaochun Cao Geguang Pu Yang Liu AAML 27 3 0 10 Jun 2024
Visual-RolePlay: Universal Jailbreak Attack on MultiModal Large Language Models via Role-playing Image Character Siyuan Ma Weidi Luo Yu Wang Xiaogeng Liu 33 20 0 25 May 2024
Unbridled Icarus: A Survey of the Potential Perils of Image Inputs in Multimodal Large Language Model Security Yihe Fan Yuxin Cao Ziyu Zhao Ziyao Liu Shaofeng Li 27 11 0 08 Apr 2024
Boosting Transferability in Vision-Language Attacks via Diversification along the Intersection Region of Adversarial Trajectory Sensen Gao Xiaojun Jia Xuhong Ren Ivor Tsang Qing-Wu Guo AAML 31 13 0 19 Mar 2024
Unveiling Typographic Deceptions: Insights of the Typographic Vulnerability in Large Vision-Language Model Hao-Ran Cheng Erjia Xiao Jindong Gu Le Yang Jinhao Duan Jize Zhang Jiahang Cao Kaidi Xu Renjing Xu 24 6 0 29 Feb 2024
Stop Reasoning! When Multimodal LLMs with Chain-of-Thought Reasoning Meets Adversarial Images Zefeng Wang Zhen Han Shuo Chen Fan Xue Zifeng Ding Xun Xiao Volker Tresp Philip H. S. Torr Jindong Gu LRM 33 14 0 22 Feb 2024
Improving Adversarial Transferability via Model Alignment A. Ma Amir-massoud Farahmand Yangchen Pan Philip H. S. Torr Jindong Gu AAML 21 5 0 30 Nov 2023
A Survey on Transferability of Adversarial Examples across Deep Neural Networks Jindong Gu Xiaojun Jia Pau de Jorge Wenqain Yu Xinwei Liu ... Anjun Hu Ashkan Khakzar Zhijiang Li Xiaochun Cao Philip H. S. Torr AAML 22 26 0 26 Oct 2023
VLP: A Survey on Vision-Language Pre-training Feilong Chen Duzhen Zhang Minglun Han Xiuyi Chen Jing Shi Shuang Xu Bo Xu VLM 79 208 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 382 4,010 0 28 Jan 2022
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