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2002.05990
Cited By
Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets
International Conference on Learning Representations (ICLR), 2020
14 February 2020
Dongxian Wu
Yisen Wang
Shutao Xia
James Bailey
Jiabo He
AAML
SILM
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Papers citing
"Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets"
50 / 183 papers shown
MRI Brain Tumor Detection with Computer Vision
Jack Krolik
Jake Lynn
John Henry Rudden
Dmytro Vremenko
148
0
0
11 Oct 2025
Attack logics, not outputs: Towards efficient robustification of deep neural networks by falsifying concept-based properties
Raik Dankworth
Gesina Schwalbe
AAML
166
0
0
01 Oct 2025
Reconcile Certified Robustness and Accuracy for DNN-based Smoothed Majority Vote Classifier
Gaojie Jin
Xinping Yi
Xiaowei Huang
AAML
177
1
0
30 Sep 2025
DRIFT: Divergent Response in Filtered Transformations for Robust Adversarial Defense
Amira Guesmi
Muhammad Shafique
AAML
142
0
0
29 Sep 2025
Adversarial Attacks on VQA-NLE: Exposing and Alleviating Inconsistencies in Visual Question Answering Explanations
Yahsin Yeh
Yilun Wu
Bokai Ruan
Honghan Shuai
AAML
140
1
0
17 Aug 2025
Disrupting Semantic and Abstract Features for Better Adversarial Transferability
Yuyang Luo
Xiaosen Wang
Zhijin Ge
Yingzhe He
AAML
227
2
0
21 Jul 2025
ProARD: progressive adversarial robustness distillation: provide wide range of robust students
Seyedhamidreza Mousavi
Seyedali Mousavi
Masoud Daneshtalab
AAML
333
0
0
09 Jun 2025
TESSER: Transfer-Enhancing Adversarial Attacks from Vision Transformers via Spectral and Semantic Regularization
Amira Guesmi
B. Ouni
Muhammad Shafique
AAML
541
1
0
26 May 2025
Temporal Consistency Constrained Transferable Adversarial Attacks with Background Mixup for Action Recognition
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Ping Li
Jianan Ni
Bo Pang
AAML
465
1
0
23 May 2025
Use as Many Surrogates as You Want: Selective Ensemble Attack to Unleash Transferability without Sacrificing Resource Efficiency
Bo Yang
Hengwei Zhang
Jindong Wang
Yuchen Ren
Chenhao Lin
Chao Shen
Subrat Kishore Dutta
AAML
483
0
0
19 May 2025
X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP
Hanxun Huang
Sarah Monazam Erfani
Yige Li
Jiabo He
James Bailey
AAML
592
15
0
08 May 2025
Enabling Heterogeneous Adversarial Transferability via Feature Permutation Attacks
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2025
Tao Wu
Tie Luo
AAML
397
0
0
26 Mar 2025
Principal Eigenvalue Regularization for Improved Worst-Class Certified Robustness of Smoothed Classifiers
Gaojie Jin
Tianjin Huang
Ronghui Mu
Xiaowei Huang
AAML
395
0
0
21 Mar 2025
Improving Adversarial Transferability on Vision Transformers via Forward Propagation Refinement
Computer Vision and Pattern Recognition (CVPR), 2025
Yuchen Ren
Subrat Kishore Dutta
Chenhao Lin
Bo Yang
Zhe Liu
Jiafei Wu
Chao Shen
ViT
359
11
0
19 Mar 2025
TarPro: Targeted Protection against Malicious Image Editing
Kaixin Shen
Ruijie Quan
Jiaxu Miao
Jun Xiao
Yi Yang
408
2
0
18 Mar 2025
Boosting the Local Invariance for Better Adversarial Transferability
Bohan Liu
Xiaosen Wang
AAML
549
2
0
08 Mar 2025
Improving the Transferability of Adversarial Attacks by an Input Transpose
Qing Wan
Shilong Deng
Xun Wang
AAML
337
0
0
02 Mar 2025
SEA: Shareable and Explainable Attribution for Query-based Black-box Attacks
Yue Gao
Ilia Shumailov
Kassem Fawaz
AAML
498
0
0
21 Feb 2025
CoRPA: Adversarial Image Generation for Chest X-rays Using Concept Vector Perturbations and Generative Models
IEEE International Conference on Healthcare Informatics (ICHI), 2025
Amy Rafferty
Rishi Ramaesh
Ajitha Rajan
MedIm
AAML
461
2
0
04 Feb 2025
Enhancing Robust Fairness via Confusional Spectral Regularization
International Conference on Learning Representations (ICLR), 2025
Gaojie Jin
Sihao Wu
Jiaxu Liu
Tianjin Huang
Ronghui Mu
576
6
0
22 Jan 2025
Enhancing Adversarial Transferability via Component-Wise Transformation
Hangyu Liu
Bo Peng
Pengxiang Ding
Donglin Wang
Donglin Wang
AAML
337
0
0
21 Jan 2025
Cross-Modal Transferable Image-to-Video Attack on Video Quality Metrics
Georgii Gotin
E. Shumitskaya
Anastasia Antsiferova
D. Vatolin
AAML
352
1
0
14 Jan 2025
Transferable Adversarial Examples with Bayes Approach
Mingyuan Fan
Cen Chen
Ximeng Liu
Wenzhong Guo
AAML
367
1
0
08 Jan 2025
Boosting Adversarial Transferability with Spatial Adversarial Alignment
Zhaoyu Chen
Haijing Guo
Kaixun Jiang
Jiyuan Fu
Xinyu Zhou
Jinjie Wei
Hao Tang
Yue Liu
Wenqiang Zhang
AAML
415
1
0
02 Jan 2025
RobustBlack: Challenging Black-Box Adversarial Attacks on State-of-the-Art Defenses
Mohamed Djilani
Salah Ghamizi
Maxime Cordy
565
1
0
30 Dec 2024
Improving Transferable Targeted Attacks with Feature Tuning Mixup
Computer Vision and Pattern Recognition (CVPR), 2024
K. Liang
Xuelong Dai
Yanjie Li
Dong Wang
Bin Xiao
AAML
1.2K
8
0
23 Nov 2024
CausAdv: A Causal-based Framework for Detecting Adversarial Examples
Hichem Debbi
CML
AAML
383
1
0
29 Oct 2024
Transferable Adversarial Attacks on SAM and Its Downstream Models
Neural Information Processing Systems (NeurIPS), 2024
Song Xia
Wenhan Yang
Yi Yu
Xun Lin
Henghui Ding
Lingyu Duan
Xudong Jiang
AAML
SILM
588
20
0
26 Oct 2024
Model Mimic Attack: Knowledge Distillation for Provably Transferable Adversarial Examples
Kirill Lukyanov
Andrew Perminov
D. Turdakov
Mikhail Pautov
AAML
212
4
0
21 Oct 2024
Out-of-Bounding-Box Triggers: A Stealthy Approach to Cheat Object Detectors
European Conference on Computer Vision (ECCV), 2024
Tao Lin
Lijia Yu
Gaojie Jin
Renjue Li
Peng Wu
Lijun Zhang
AAML
285
2
0
14 Oct 2024
On the Adversarial Transferability of Generalized "Skip Connections"
Yisen Wang
Yichuan Mo
Dongxian Wu
Mingjie Li
Jiabo He
Zhouchen Lin
SILM
AAML
359
3
0
11 Oct 2024
ViTGuard: Attention-aware Detection against Adversarial Examples for Vision Transformer
Asia-Pacific Computer Systems Architecture Conference (ACSA), 2024
Shihua Sun
Kenechukwu Nwodo
Shridatt Sugrim
Angelos Stavrou
Haining Wang
AAML
365
3
0
20 Sep 2024
AdvLogo: Adversarial Patch Attack against Object Detectors based on Diffusion Models
Boming Miao
Chunxiao Li
Yao Zhu
Weixiang Sun
Zizhe Wang
Xiaoyi Wang
Chuanlong Xie
DiffM
AAML
395
5
0
11 Sep 2024
T1-contrast Enhanced MRI Generation from Multi-parametric MRI for Glioma Patients with Latent Tumor Conditioning
Medical Physics (Lancaster) (MPL), 2024
Zach Eidex
Mojtaba Safari
Richard L. J. Qiu
D. Yu
Hui-Kuo Shu
H. Mao
Xiaofeng Yang
MedIm
261
5
0
03 Sep 2024
AdvQDet: Detecting Query-Based Adversarial Attacks with Adversarial Contrastive Prompt Tuning
ACM Multimedia (MM), 2024
Xin Wang
Kai-xiang Chen
Jiabo He
Zhineng Chen
Yue Yu
Yu-Gang Jiang
AAML
361
11
0
04 Aug 2024
Downstream Transfer Attack: Adversarial Attacks on Downstream Models with Pre-trained Vision Transformers
Weijie Zheng
Jiabo He
Hanxun Huang
Zuxuan Wu
Yu-Gang Jiang
AAML
382
1
0
03 Aug 2024
CNN-based Compressor Mass Flow Estimator in Industrial Aircraft Vapor Cycle System
Justin Reverdi
Sixin Zhang
Said Aoues
Fabrice Gamboa
Serge Gratton
Thomas Pellegrini
201
0
0
27 May 2024
Boosting Adversarial Transferability with Low-Cost Optimization via Maximin Expected Flatness
Chunlin Qiu
Ang Li
Yiheng Duan
Shenyi Zhang
Yuanjie Zhang
Lingchen Zhao
Qian Wang
AAML
488
4
0
25 May 2024
Learning to Transform Dynamically for Better Adversarial Transferability
Computer Vision and Pattern Recognition (CVPR), 2024
Rongyi Zhu
Zeliang Zhang
Susan Liang
Zhuo Liu
Chenliang Xu
AAML
549
40
0
23 May 2024
Practical Region-level Attack against Segment Anything Models
Yifan Shen
Zhengyuan Li
Gang Wang
VLM
275
21
0
12 Apr 2024
BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression Tasks
Zhiyuan Cheng
Zhaoyi Liu
Tengda Guo
Shiwei Feng
Dongfang Liu
Mingjie Tang
Xiangyu Zhang
AAML
427
10
0
01 Apr 2024
VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models
Ziyi Yin
Muchao Ye
Tianrong Zhang
Yuan Liu
Han Liu
Jinghui Chen
Ting Wang
Fenglong Ma
OOD
AAML
269
18
0
16 Feb 2024
Fight Back Against Jailbreaking via Prompt Adversarial Tuning
Yichuan Mo
Yuji Wang
Zeming Wei
Yisen Wang
AAML
SILM
412
65
0
09 Feb 2024
Towards Assessing the Synthetic-to-Measured Adversarial Vulnerability of SAR ATR
Bowen Peng
Bo Peng
Jingyuan Xia
Tianpeng Liu
Yongxiang Liu
Li Liu
AAML
235
18
0
30 Jan 2024
Explainable and Transferable Adversarial Attack for ML-Based Network Intrusion Detectors
Hangsheng Zhang
Dongqi Han
Yinlong Liu
Zhiliang Wang
Jiyan Sun
Shangyuan Zhuang
Jiqiang Liu
Jinsong Dong
AAML
184
18
0
19 Jan 2024
BlackboxBench: A Comprehensive Benchmark of Black-box Adversarial Attacks
Meixi Zheng
Xuanchen Yan
Zihao Zhu
Hongrui Chen
Baoyuan Wu
ELM
MLAU
AAML
490
24
0
28 Dec 2023
LRS: Enhancing Adversarial Transferability through Lipschitz Regularized Surrogate
Tao Wu
Tie Luo
D. C. Wunsch
306
9
0
20 Dec 2023
Mutual-modality Adversarial Attack with Semantic Perturbation
Jingwen Ye
Ruonan Yu
Songhua Liu
Xinchao Wang
AAML
276
18
0
20 Dec 2023
Defenses in Adversarial Machine Learning: A Survey
Baoyuan Wu
Shaokui Wei
Mingli Zhu
Meixi Zheng
Zihao Zhu
Ruotong Wang
Hongrui Chen
Danni Yuan
Li Liu
Qingshan Liu
AAML
368
31
0
13 Dec 2023
SA-Attack: Improving Adversarial Transferability of Vision-Language Pre-training Models via Self-Augmentation
Bangyan He
Yang Liu
Yaning Tan
Tianrui Lou
Yang Liu
Simeng Qin
AAML
VLM
394
40
0
08 Dec 2023
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