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SA-Attack: Improving Adversarial Transferability of Vision-Language
  Pre-training Models via Self-Augmentation

SA-Attack: Improving Adversarial Transferability of Vision-Language Pre-training Models via Self-Augmentation

8 December 2023
Bangyan He
Yang Liu
Yaning Tan
Tianrui Lou
Yang Liu
Simeng Qin
    AAMLVLM
ArXiv (abs)PDFHTMLGithub

Papers citing "SA-Attack: Improving Adversarial Transferability of Vision-Language Pre-training Models via Self-Augmentation"

22 / 22 papers shown
Adversarial Video Promotion Against Text-to-Video Retrieval
Adversarial Video Promotion Against Text-to-Video Retrieval
Qiwei Tian
Chenhao Lin
Zhengyu Zhao
Qian Li
Shuai Liu
Chao Shen
AAML
209
0
0
09 Aug 2025
Attacking Attention of Foundation Models Disrupts Downstream Tasks
Attacking Attention of Foundation Models Disrupts Downstream Tasks
Hondamunige Prasanna Silva
Federico Becattini
Lorenzo Seidenari
AAML
287
1
0
03 Jun 2025
Light as Deception: GPT-driven Natural Relighting Against Vision-Language Pre-training Models
Light as Deception: GPT-driven Natural Relighting Against Vision-Language Pre-training Models
Ying Yang
Jie Zhang
Xiao Lv
Di Lin
Tao Xiang
Qing Guo
AAMLVLM
204
0
0
30 May 2025
Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment
Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment
Xiaojun Jia
Sensen Gao
Simeng Qin
Tianyu Pang
C. Du
Yihao Huang
Xinfeng Li
Yiming Li
Bo Li
Wenshu Fan
AAML
291
24
0
27 May 2025
X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP
X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP
Hanxun Huang
Sarah Monazam Erfani
Yige Li
Jiabo He
James Bailey
AAML
589
15
0
08 May 2025
Adversarial Prompt Distillation for Vision-Language Models
Adversarial Prompt Distillation for Vision-Language Models
Lin Luo
Xin Wang
Bojia Zi
Shihao Zhao
Jiabo He
Yu-Gang Jiang
AAMLVLM
644
5
0
22 Nov 2024
TAPT: Test-Time Adversarial Prompt Tuning for Robust Inference in
  Vision-Language Models
TAPT: Test-Time Adversarial Prompt Tuning for Robust Inference in Vision-Language ModelsComputer Vision and Pattern Recognition (CVPR), 2024
Xin Wang
Kai-xiang Chen
Jiaming Zhang
Yue Yu
Jiabo He
AAMLVPVLMVLM
432
18
0
20 Nov 2024
Semantic-Aligned Adversarial Evolution Triangle for High-Transferability
  Vision-Language Attack
Semantic-Aligned Adversarial Evolution Triangle for High-Transferability Vision-Language AttackIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Yang Liu
Sensen Gao
Qing Guo
Ke Ma
Yihao Huang
Simeng Qin
Yang Liu
Ivor Tsang Fellow
Xiaochun Cao
AAML
289
15
0
04 Nov 2024
Efficient Backdoor Defense in Multimodal Contrastive Learning: A
  Token-Level Unlearning Method for Mitigating Threats
Efficient Backdoor Defense in Multimodal Contrastive Learning: A Token-Level Unlearning Method for Mitigating Threats
Kuanrong Liu
Yaning Tan
Jiawei Liang
Pengwen Dai
Xiaochun Cao
MUAAML
310
4
0
29 Sep 2024
Towards Robust Object Detection: Identifying and Removing Backdoors via
  Module Inconsistency Analysis
Towards Robust Object Detection: Identifying and Removing Backdoors via Module Inconsistency AnalysisInternational Conference on Pattern Recognition (ICPR), 2024
Xianda Zhang
Siyuan Liang
AAML
267
3
0
24 Sep 2024
Probing the Robustness of Vision-Language Pretrained Models: A
  Multimodal Adversarial Attack Approach
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
321
4
0
24 Aug 2024
Compromising Embodied Agents with Contextual Backdoor Attacks
Compromising Embodied Agents with Contextual Backdoor Attacks
Aishan Liu
Yuguang Zhou
Xianglong Liu
Tianyuan Zhang
Yaning Tan
...
Tianlin Li
Junqi Zhang
Wenbo Zhou
Qing Guo
Dacheng Tao
LLMAGAAML
278
30
0
06 Aug 2024
The Synergy between Data and Multi-Modal Large Language Models: A Survey
  from Co-Development Perspective
The Synergy between Data and Multi-Modal Large Language Models: A Survey from Co-Development Perspective
Zhen Qin
Daoyuan Chen
Wenhao Zhang
Liuyi Yao
Yilun Huang
Bolin Ding
Yaliang Li
Shuiguang Deng
401
15
0
11 Jul 2024
Jailbreak Vision Language Models via Bi-Modal Adversarial Prompt
Jailbreak Vision Language Models via Bi-Modal Adversarial Prompt
Zonghao Ying
Aishan Liu
Tianyuan Zhang
Zhengmin Yu
Yaning Tan
Xianglong Liu
Dacheng Tao
AAML
471
89
0
06 Jun 2024
LanEvil: Benchmarking the Robustness of Lane Detection to Environmental
  Illusions
LanEvil: Benchmarking the Robustness of Lane Detection to Environmental Illusions
Tianyuan Zhang
Lu Wang
Hainan Li
Yisong Xiao
Yaning Tan
Aishan Liu
Xianglong Liu
Dacheng Tao
438
22
0
03 Jun 2024
Transfer Attack for Bad and Good: Explain and Boost Adversarial Transferability across Multimodal Large Language Models
Transfer Attack for Bad and Good: Explain and Boost Adversarial Transferability across Multimodal Large Language Models
Hao-Ran Cheng
Erjia Xiao
Jiayan Yang
Jinhao Duan
Yichi Wang
...
Qiang Zhang
Le Yang
Kaidi Xu
Jindong Gu
Zhanchen Zhu
AAML
720
10
0
30 May 2024
Unbridled Icarus: A Survey of the Potential Perils of Image Inputs in
  Multimodal Large Language Model Security
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
256
21
0
08 Apr 2024
Unlearning Backdoor Threats: Enhancing Backdoor Defense in Multimodal
  Contrastive Learning via Local Token Unlearning
Unlearning Backdoor Threats: Enhancing Backdoor Defense in Multimodal Contrastive Learning via Local Token Unlearning
Yaning Tan
Kuanrong Liu
Jiajun Gong
Jiawei Liang
Yuan Xun
Ee-Chien Chang
Xiaochun Cao
AAMLMU
234
27
0
24 Mar 2024
Boosting Transferability in Vision-Language Attacks via Diversification
  along the Intersection Region of Adversarial Trajectory
Boosting Transferability in Vision-Language Attacks via Diversification along the Intersection Region of Adversarial Trajectory
Sensen Gao
Yang Liu
Xuhong Ren
Ivor Tsang
Qing Guo
AAML
389
41
0
19 Mar 2024
Effectiveness Assessment of Recent Large Vision-Language Models
Effectiveness Assessment of Recent Large Vision-Language Models
Yao Jiang
Xinyu Yan
Ge-Peng Ji
Keren Fu
Meijun Sun
Huan Xiong
Deng-Ping Fan
Fahad Shahbaz Khan
618
41
0
07 Mar 2024
Vision-Language Models for Medical Report Generation and Visual Question
  Answering: A Review
Vision-Language Models for Medical Report Generation and Visual Question Answering: A Review
Iryna Hartsock
Ghulam Rasool
495
207
0
04 Mar 2024
Partially Recentralization Softmax Loss for Vision-Language Models Robustness
Partially Recentralization Softmax Loss for Vision-Language Models Robustness
Hao Wang
Xin Zhang
Jinzhe Jiang
Yaqian Zhao
AAML
193
0
0
06 Feb 2024
1
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