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1511.04599
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DeepFool: a simple and accurate method to fool deep neural networks
14 November 2015
Seyed-Mohsen Moosavi-Dezfooli
Alhussein Fawzi
P. Frossard
AAML
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Papers citing
"DeepFool: a simple and accurate method to fool deep neural networks"
50 / 2,353 papers shown
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333
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T. Koike-Akino
Ye Wang
Hassan Mansour
Matthew Brand
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279
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11 Jun 2025
KNN-Defense: Defense against 3D Adversarial Point Clouds using Nearest-Neighbor Search
Nima Jamali
Matina Mahdizadeh Sani
Hanieh Naderi
S. Kasaei
AAML
3DPC
236
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07 Jun 2025
SDN-Based False Data Detection With Its Mitigation and Machine Learning Robustness for In-Vehicle Networks
International Conference on Computer Communications and Networks (ICCCN), 2025
Long Dang
T. Hapuarachchi
Kaiqi Xiong
Yi Li
AAML
147
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0
06 Jun 2025
Coordinated Robustness Evaluation Framework for Vision-Language Models
Ashwin Ramesh Babu
Sajad Mousavi
Vineet Gundecha
Sahand Ghorbanpour
Avisek Naug
Antonio Guillen
Ricardo Luna Gutierrez
Soumyendu Sarkar
AAML
183
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05 Jun 2025
Attacking Attention of Foundation Models Disrupts Downstream Tasks
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Federico Becattini
Lorenzo Seidenari
AAML
263
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03 Jun 2025
Fighting Fire with Fire (F3): A Training-free and Efficient Visual Adversarial Example Purification Method in LVLMs
Yudong Zhang
Ruobing Xie
Yiqing Huang
Jiansheng Chen
Xingwu Sun
Zhanhui Kang
Di Wang
Yu Wang
AAML
342
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01 Jun 2025
SafeGenes: Evaluating the Adversarial Robustness of Genomic Foundation Models
Huixin Zhan
Clovis Barbour
Jason H. Moore
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135
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01 Jun 2025
TRAP: Targeted Redirecting of Agentic Preferences
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Jehyeok Yeon
Gagandeep Singh
AAML
299
2
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29 May 2025
Preventing Adversarial AI Attacks Against Autonomous Situational Awareness: A Maritime Case Study
Mathew J. Walter
Aaron Barrett
Kimberly Tam
AAML
151
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27 May 2025
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Zhenwei Zhang
Shun Zheng
Xumeng Wen
Jia Li
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AI4TS
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413
1
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26 May 2025
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287
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25 May 2025
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Amirabbas Afzali
Amirhossein Afsharrad
Seyed Shahabeddin Mousavi
Sanjay Lall
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Seyed-Mohsen Moosavi-Dezfooli
AAML
234
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Arundhati S. Shanbhag
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Joachim Folz
Andreas Dengel
506
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Chenyi Zhang
Naipeng Dong
Ming Li
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AAML
171
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20 May 2025
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233
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IEEE International Conference on Robotics and Automation (ICRA), 2025
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Nigel Doering
Bashima Islam
Tsui-Wei Weng
Tauhidur Rahman
183
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S. Nicolazzo
Antonino Nocera
V. P.
Vinod Puthuvath
AAML
349
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12 May 2025
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Huanqian Yan
Xiaopei Zhu
Xiaolin Hu
L. Tang
Hang Su
Chen Lv
254
0
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07 May 2025
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International Symposium on Electronic Commerce (ISEC), 2024
Atanu Kundu
Sauvik Gon
Rajarshi Ray
AAML
AI4CE
237
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Anass Grini
Oumaima Taheri
Btissam El Khamlichi
Amal El Fallah-Seghrouchni
AAML
258
1
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Haoyang Li
Hammond Pearce
Ruoxi Sun
Yue Liu
Minhui Xue
323
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28 Apr 2025
Examining the Impact of Optical Aberrations to Image Classification and Object Detection Models
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Patrick Müller
Alexander Braun
Margret Keuper
280
2
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25 Apr 2025
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Syeda Aishah Asim
Syed Bilal Ali
Syed Talal Wasim
Umair Bin Mansoor
VLM
342
4
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18 Apr 2025
Quantum Computing Supported Adversarial Attack-Resilient Autonomous Vehicle Perception Module for Traffic Sign Classification
Reek Majumder
M. Chowdhury
S. Khan
Zadid Khan
Fahim Ahmad
Frank Ngeni
G. Comert
Judith Mwakalonge
Dimitra Michalaka
AAML
126
1
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17 Apr 2025
DYNAMITE: Dynamic Defense Selection for Enhancing Machine Learning-based Intrusion Detection Against Adversarial Attacks
Jing Chen
Onat Gungor
Zhengli Shang
Elvin Li
T. Rosing
AAML
197
3
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Jialei Song
Xingquan Zuo
Feiyang Wang
Hai Huang
Tianle Zhang
AAML
858
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16 Apr 2025
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Samuel Räber
Andreas Plesner
Till Aczél
Roger Wattenhofer
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340
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Lijun Sheng
Jian Liang
Liang Luo
Ran He
AAML
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393
13
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15 Apr 2025
Harnessing the Computation Redundancy in ViTs to Boost Adversarial Transferability
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Zhiyuan Wang
Zeliang Zhang
Chao Huang
Susan Liang
Yunlong Tang
Chenliang Xu
AAML
342
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QAVA: Query-Agnostic Visual Attack to Large Vision-Language Models
North American Chapter of the Association for Computational Linguistics (NAACL), 2025
Yudong Zhang
Ruobing Xie
Jiansheng Chen
Xingwu Sun
Zhanhui Kang
Yu Wang
AAML
243
3
0
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Defending Against Frequency-Based Attacks with Diffusion Models
Fatemeh Amerehi
Patrick Healy
AAML
281
2
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RGB-Event based Pedestrian Attribute Recognition: A Benchmark Dataset and An Asymmetric RWKV Fusion Framework
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Haiyang Wang
Shiao Wang
Qiang Chen
Jiandong Jin
Haoyu Song
Bo Jiang
Chenglong Li
403
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From Visual Explanations to Counterfactual Explanations with Latent Diffusion
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025
Tung Luu
Nam Le
Duc Le
Bac Le
DiffM
AAML
FAtt
400
1
0
12 Apr 2025
Adversarial Examples in Environment Perception for Automated Driving (Review)
Jun Yan
Huilin Yin
AAML
285
1
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On Transfer-based Universal Attacks in Pure Black-box Setting
M. Jalwana
Naveed Akhtar
Lin Wang
Nazanin Rahnavard
Mubarak Shah
AAML
241
0
0
11 Apr 2025
ZipIR: Latent Pyramid Diffusion Transformer for High-Resolution Image Restoration
Yongsheng Yu
Haitian Zheng
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Yuqian Zhou
Connelly Barnes
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Wei Xiong
Zhe Lin
Jiebo Luo
360
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Deep Sturm--Liouville: From Sample-Based to 1D Regularization with Learnable Orthogonal Basis Functions
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179
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Two is Better than One: Efficient Ensemble Defense for Robust and Compact Models
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Yoojin Jung
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210
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Ahad Harati
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292
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Multifaceted Evaluation of Audio-Visual Capability for MLLMs: Effectiveness, Efficiency, Generalizability and Robustness
Yusheng Zhao
Junyu Luo
Zhiyuan Ning
Weizhi Zhang
Zhiping Xiao
Wei Ju
Philip S. Yu
Ming Zhang
AuLLM
337
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Haibo Zhang
Zhihua Yao
Kouichi Sakurai
Takeshi Saitoh
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246
1
0
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TenAd: A Tensor-based Low-rank Black Box Adversarial Attack for Video Classification
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Mansoor Rezghi
223
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Data-Free Universal Attack by Exploiting the Intrinsic Vulnerability of Deep Models
AAAI Conference on Artificial Intelligence (AAAI), 2025
YangTian Yan
Jinyu Tian
AAML
FedML
313
0
0
28 Mar 2025
SITA: Structurally Imperceptible and Transferable Adversarial Attacks for Stylized Image Generation
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Haoxin Yang
Yan Cai
Huaidong Zhang
Xuemiao Xu
Yong Du
Shengfeng He
AAML
305
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Fatemeh Amerehi
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264
1
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Rethinking Robustness in Machine Learning: A Posterior Agreement Approach
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327
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Tsui-Wei Weng
AAML
315
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GSBA
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Geometric Score-based Black-box Attack
Md. Farhamdur Reza
Richeng Jin
Tianfu Wu
H. Dai
AAML
347
0
0
17 Mar 2025
Robustness Tokens: Towards Adversarial Robustness of Transformers
European Conference on Computer Vision (ECCV), 2025
Brian Pulfer
Yury Belousov
S. Voloshynovskiy
AAML
243
0
0
13 Mar 2025
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