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1908.06281
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Nesterov Accelerated Gradient and Scale Invariance for Adversarial Attacks
International Conference on Learning Representations (ICLR), 2019
17 August 2019
Jiadong Lin
Chuanbiao Song
Kun He
Liwei Wang
John E. Hopcroft
AAML
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Papers citing
"Nesterov Accelerated Gradient and Scale Invariance for Adversarial Attacks"
50 / 313 papers shown
When Robots Obey the Patch: Universal Transferable Patch Attacks on Vision-Language-Action Models
Hui Lu
Yi Yu
Yiming Yang
Chenyu Yi
Qixin Zhang
Bingquan Shen
Alex Chichung Kot
Xudong Jiang
AAML
547
2
0
26 Nov 2025
Semantic Router: On the Feasibility of Hijacking MLLMs via a Single Adversarial Perturbation
Changyue Li
Jiaying Li
Youliang Yuan
Jiaming He
Zhicong Huang
Pinjia He
AAML
297
0
0
25 Nov 2025
Vision-Motion-Reference Alignment for Referring Multi-Object Tracking via Multi-Modal Large Language Models
Weiyi Lv
Ning Zhang
Hanyang Sun
Haoran Jiang
Kai Zhao
Jing Xiao
Dan Zeng
167
0
0
21 Nov 2025
Dynamic Parameter Optimization for Highly Transferable Transformation-Based Attacks
Jiaming Liang
Chi-Man Pun
AAML
299
0
0
15 Nov 2025
DeepDefense: Layer-Wise Gradient-Feature Alignment for Building Robust Neural Networks
Ci Lin
T. Yeap
I. Kiringa
Biwei Zhang
AAML
161
0
0
13 Nov 2025
From Pretrain to Pain: Adversarial Vulnerability of Video Foundation Models Without Task Knowledge
H. Lu
Yi Yu
Song Xia
Yiming Yang
Deepu Rajan
Boon Poh Ng
Alex Chichung Kot
Xudong Jiang
AAML
318
6
0
10 Nov 2025
Enhancing Adversarial Transferability in Visual-Language Pre-training Models via Local Shuffle and Sample-based Attack
North American Chapter of the Association for Computational Linguistics (NAACL), 2025
Xin Liu
Aoyang Zhou
Aoyang Zhou
AAML
148
0
0
02 Nov 2025
Enhancing Adversarial Transferability by Balancing Exploration and Exploitation with Gradient-Guided Sampling
Zenghao Niu
Weicheng Xie
Siyang Song
Zitong Yu
Feng Liu
Linlin Shen
AAML
SILM
540
0
0
01 Nov 2025
Fine-Grained Iterative Adversarial Attacks with Limited Computation Budget
Zhichao Hou
Weizhi Gao
Xiaorui Liu
AAML
131
0
0
30 Oct 2025
MS-GAGA: Metric-Selective Guided Adversarial Generation Attack
Dion J. X. Ho
Gabriel Lee Jun Rong
Niharika Shrivastava
Harshavardhan Abichandani
Pai Chet Ng
Xiaoxiao Miao
AAML
142
2
0
14 Oct 2025
OBJVanish: Physically Realizable Text-to-3D Adv. Generation of LiDAR-Invisible Objects
Bing Li
Wuqi Wang
Yanan Zhang
Jingzheng Li
Haigen Min
Wei Feng
Xingyu Zhao
Jie Zhang
Qing Guo
185
0
0
08 Oct 2025
Merge Now, Regret Later: The Hidden Cost of Model Merging is Adversarial Transferability
Ankit Gangwal
Aaryan Ajay Sharma
AAML
MoMe
228
1
0
28 Sep 2025
SEGA: A Transferable Signed Ensemble Gaussian Black-Box Attack against No-Reference Image Quality Assessment Models
Yujia Liu
Dingquan Li
Tiejun Huang
Tiejun Huang
AAML
160
0
0
23 Sep 2025
Adversarial generalization of unfolding (model-based) networks
Vicky Kouni
AAML
351
0
0
18 Sep 2025
Generating Transferrable Adversarial Examples via Local Mixing and Logits Optimization for Remote Sensing Object Recognition
Chun Liu
Hailong Wang
Bingqian Zhu
Panpan Ding
Zheng Zheng
Tao Xu
Zhigang Han
Jiayao Wang
AAML
181
0
0
09 Sep 2025
SAGE: Sample-Aware Guarding Engine for Robust Intrusion Detection Against Adversarial Attacks
Jing Chen
Onat Gungor
Zhengli Shang
T. Rosing
AAML
141
0
0
09 Sep 2025
Adversarial Patch Attack for Ship Detection via Localized Augmentation
Chun Liu
Panpan Ding
Zheng Zheng
Hailong Wang
Bingqian Zhu
Tao Xu
Zhigang Han
Jiayao Wang
AAML
156
0
0
29 Aug 2025
Any-to-any Speaker Attribute Perturbation for Asynchronous Voice Anonymization
IEEE Transactions on Information Forensics and Security (TIFS), 2025
Liping Chen
Chenyang Guo
Rui Wang
Kong Aik Lee
Zhenhua Ling
AAML
189
2
0
21 Aug 2025
Enhancing Targeted Adversarial Attacks on Large Vision-Language Models via Intermediate Projector
Yiming Cao
Yanjie Li
K. Liang
Y. Lai
AAML
170
0
0
19 Aug 2025
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers
Hanwen Cao
Haobo Lu
Xiaosen Wang
Kun He
ViT
AAML
234
3
0
17 Aug 2025
Beyond Vulnerabilities: A Survey of Adversarial Attacks as Both Threats and Defenses in Computer Vision Systems
Zhongliang Guo
Shuai Zhao
Yanli Li
Weiye Li
Chun Tong Lei
Shuai Zhao
Lei Fang
Ognjen Arandjelović
Chun Pong Lau
AAML
276
6
0
03 Aug 2025
Disrupting Semantic and Abstract Features for Better Adversarial Transferability
Yuyang Luo
Xiaosen Wang
Zhijin Ge
Yingzhe He
AAML
222
2
0
21 Jul 2025
Improving Black-Box Generative Attacks via Generator Semantic Consistency
Jongoh Jeong
Hunmin Yang
Jaeseok Jeong
Kuk-Jin Yoon
AAML
499
0
0
23 Jun 2025
Boosting Adversarial Transferability for Hyperspectral Image Classification Using 3D Structure-invariant Transformation and Weighted Intermediate Feature Divergence
Chun Liu
Bingqian Zhu
Tao Xu
Zheng Zheng
Ruoyao Xiao
Wei Yang
Zhigang Han
Jiayao Wang
385
0
0
12 Jun 2025
Adversarial Semantic and Label Perturbation Attack for Pedestrian Attribute Recognition
Weizhe Kong
Xiao Wang
Ruichong Gao
Chenglong Li
Yu Zhang
Xing Yang
Yaowei Wang
Jin Tang
AAML
341
2
0
29 May 2025
Boosting Adversarial Transferability via High-Frequency Augmentation and Hierarchical-Gradient Fusion
Yayin Zheng
Chen Wan
Zihong Guo
Hailing Kuang
Xiaohai Lu
AAML
525
0
0
27 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
462
1
0
23 May 2025
Towards more transferable adversarial attack in black-box manner
Chun Tong Lei
Zhongliang Guo
Hon Chung Lee
Minh Quoc Duong
Chun Pong Lau
DiffM
AAML
853
2
0
23 May 2025
Benchmarking Unified Face Attack Detection via Hierarchical Prompt Tuning
Ajian Liu
Haocheng Yuan
Xiao Guo
Hui Ma
Wanyi Zhuang
...
Yanyan Liang
Weiqiang Wang
Jun Wan
Xiaoming Liu
Zhen Lei
AAML
CVBM
457
18
0
19 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
472
0
0
19 May 2025
Permutation Randomization on Nonsmooth Nonconvex Optimization: A Theoretical and Experimental Study
Wei Zhang
Arif Hassan Zidan
Arif Hassan Zidan
Wei Zhang
Tianming Liu
224
0
0
16 May 2025
Attention-aggregated Attack for Boosting the Transferability of Facial Adversarial Examples
Jian-Wei Li
Wen-Ze Shao
AAML
283
0
0
06 May 2025
How to Backdoor the Knowledge Distillation
Chien-Sheng Wu
Qian Ma
P. Mitra
Sencun Zhu
AAML
328
2
0
30 Apr 2025
Unveiling and Mitigating Adversarial Vulnerabilities in Iterative Optimizers
Elad Sofer
Tomer Shaked
Caroline Chaux
Stefano Rini
AAML
425
3
0
26 Apr 2025
RaPA: Enhancing Transferable Targeted Attacks via Random Parameter Pruning
Tongrui Su
Qingbin Li
Shengyu Zhu
Wei Chen
Xueqi Cheng
AAML
SILM
466
1
0
24 Apr 2025
Seeking Flat Minima over Diverse Surrogates for Improved Adversarial Transferability: A Theoretical Framework and Algorithmic Instantiation
Meixi Zheng
Kehan Wu
Yanbo Fan
Rui Huang
Baoyuan Wu
AAML
299
0
0
23 Apr 2025
Towards Model Resistant to Transferable Adversarial Examples via Trigger Activation
IEEE Transactions on Information Forensics and Security (TIFS), 2025
Yi Yu
Song Xia
Xun Lin
Chenqi Kong
Wenhan Yang
Shijian Lu
Yap-Peng Tan
Alex C. Kot
AAML
SILM
1.2K
13
0
20 Apr 2025
Rethinking Target Label Conditioning in Adversarial Attacks: A 2D Tensor-Guided Generative Approach
Hangyu Liu
Bo Peng
Pengxiang Ding
Donglin Wang
AAML
426
0
0
19 Apr 2025
Harnessing the Computation Redundancy in ViTs to Boost Adversarial Transferability
Jiani Liu
Zhiyuan Wang
Zeliang Zhang
Chao Huang
Susan Liang
Yunlong Tang
Chenliang Xu
AAML
383
0
0
15 Apr 2025
On Transfer-based Universal Attacks in Pure Black-box Setting
M. Jalwana
Naveed Akhtar
Lin Wang
Nazanin Rahnavard
Mubarak Shah
AAML
287
0
0
11 Apr 2025
State-Aware Perturbation Optimization for Robust Deep Reinforcement Learning
IEEE Transactions on Mobile Computing (IEEE TMC), 2025
Zongyuan Zhang
Tianyang Duan
Zheng Lin
Dong Huang
Zihan Fang
Zekai Sun
Ling Xiong
Hongbin Liang
Heming Cui
Yong Cui
AAML
401
7
0
26 Mar 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
394
0
0
26 Mar 2025
Robust Deep Reinforcement Learning in Robotics via Adaptive Gradient-Masked Adversarial Attacks
Zongyuan Zhang
Tianyang Duan
Zheng Lin
Dong Huang
Zihan Fang
...
Ling Xiong
Hongbin Liang
Heming Cui
Yong Cui
Yue Gao
AAML
385
11
0
26 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
339
11
0
19 Mar 2025
Boosting the Local Invariance for Better Adversarial Transferability
Bohan Liu
Xiaosen Wang
AAML
525
2
0
08 Mar 2025
Scale-Invariant Adversarial Attack against Arbitrary-scale Super-resolution
IEEE Transactions on Information Forensics and Security (TIFS), 2025
Yihao Huang
Xin Luo
Yihao Huang
Felix Juefei-Xu
Yang Liu
Weikai Miao
G. Pu
Yang Liu
383
7
0
06 Mar 2025
Improving the Transferability of Adversarial Attacks by an Input Transpose
Qing Wan
Shilong Deng
Xun Wang
AAML
333
0
0
02 Mar 2025
Data-free Universal Adversarial Perturbation with Pseudo-semantic Prior
Computer Vision and Pattern Recognition (CVPR), 2025
Chanhui Lee
Yeonghwan Song
Jeany Son
AAML
1.0K
3
0
28 Feb 2025
Improving Adversarial Transferability in MLLMs via Dynamic Vision-Language Alignment Attack
Chenhe Gu
Jindong Gu
Andong Hua
Yao Qin
AAML
310
1
0
27 Feb 2025
Improving the Transferability of Adversarial Examples by Inverse Knowledge Distillation
Wenyuan Wu
Zheng Liu
Yong Chen
Chao Su
Dezhong Peng
Xu Wang
AAML
585
2
0
24 Feb 2025
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