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2312.04913
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SA-Attack: Improving Adversarial Transferability of Vision-Language Pre-training Models via Self-Augmentation
8 December 2023
Bangyan He
Xiaojun Jia
Siyuan Liang
Tianrui Lou
Yang Liu
Xiaochun Cao
AAML
VLM
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Papers citing
"SA-Attack: Improving Adversarial Transferability of Vision-Language Pre-training Models via Self-Augmentation"
23 / 23 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
32
0
0
08 May 2025
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
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
83
1
0
20 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
Efficient Backdoor Defense in Multimodal Contrastive Learning: A Token-Level Unlearning Method for Mitigating Threats
Kuanrong Liu
Siyuan Liang
Jiawei Liang
Pengwen Dai
Xiaochun Cao
MU
AAML
19
1
0
29 Sep 2024
Towards Robust Object Detection: Identifying and Removing Backdoors via Module Inconsistency Analysis
Xianda Zhang
Siyuan Liang
AAML
18
0
0
24 Sep 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
20
0
0
24 Aug 2024
Compromising Embodied Agents with Contextual Backdoor Attacks
Aishan Liu
Yuguang Zhou
Xianglong Liu
Tianyuan Zhang
Siyuan Liang
...
Tianlin Li
Junqi Zhang
Wenbo Zhou
Qing-Wu Guo
Dacheng Tao
LLMAG
AAML
23
1
0
06 Aug 2024
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
45
5
0
11 Jul 2024
Jailbreak Vision Language Models via Bi-Modal Adversarial Prompt
Zonghao Ying
Aishan Liu
Tianyuan Zhang
Zhengmin Yu
Siyuan Liang
Xianglong Liu
Dacheng Tao
AAML
33
26
0
06 Jun 2024
LanEvil: Benchmarking the Robustness of Lane Detection to Environmental Illusions
Tianyuan Zhang
Lu Wang
Hainan Li
Yisong Xiao
Siyuan Liang
Aishan Liu
Xianglong Liu
Dacheng Tao
35
10
0
03 Jun 2024
Typography Leads Semantic Diversifying: Amplifying Adversarial Transferability across Multimodal Large Language Models
Hao-Ran Cheng
Erjia Xiao
Jiahang Cao
Le Yang
Kaidi Xu
Jindong Gu
Renjing Xu
AAML
50
7
0
30 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
Unlearning Backdoor Threats: Enhancing Backdoor Defense in Multimodal Contrastive Learning via Local Token Unlearning
Siyuan Liang
Kuanrong Liu
Jiajun Gong
Jiawei Liang
Yuan Xun
Ee-Chien Chang
Xiaochun Cao
AAML
MU
16
12
0
24 Mar 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
28
13
0
19 Mar 2024
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
21
14
0
07 Mar 2024
Vision-Language Models for Medical Report Generation and Visual Question Answering: A Review
Iryna Hartsock
Ghulam Rasool
38
60
0
04 Mar 2024
Partially Recentralization Softmax Loss for Vision-Language Models Robustness
Hao Wang
Xin Zhang
Jinzhe Jiang
Yaqian Zhao
Chen Li
AAML
8
0
0
06 Feb 2024
Pre-trained Adversarial Perturbations
Y. Ban
Yinpeng Dong
AAML
51
21
0
07 Oct 2022
Revisiting Classifier: Transferring Vision-Language Models for Video Recognition
Wenhao Wu
Zhun Sun
Wanli Ouyang
VLM
87
93
0
04 Jul 2022
VLP: A Survey on Vision-Language Pre-training
Feilong Chen
Duzhen Zhang
Minglun Han
Xiuyi Chen
Jing Shi
Shuang Xu
Bo Xu
VLM
76
208
0
18 Feb 2022
Admix: Enhancing the Transferability of Adversarial Attacks
Xiaosen Wang
Xu He
Jingdong Wang
Kun He
AAML
59
146
0
31 Jan 2021
Adversarial Machine Learning at Scale
Alexey Kurakin
Ian Goodfellow
Samy Bengio
AAML
253
3,102
0
04 Nov 2016
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