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1811.02248
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SparseFool: a few pixels make a big difference
6 November 2018
Apostolos Modas
Seyed-Mohsen Moosavi-Dezfooli
P. Frossard
AAML
Re-assign community
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Papers citing
"SparseFool: a few pixels make a big difference"
50 / 85 papers shown
Title
Input-Specific and Universal Adversarial Attack Generation for Spiking Neural Networks in the Spiking Domain
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127
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07 May 2025
Defending Against Frequency-Based Attacks with Diffusion Models
Fatemeh Amerehi
Patrick Healy
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143
0
0
15 Apr 2025
Towards Effective and Sparse Adversarial Attack on Spiking Neural Networks via Breaking Invisible Surrogate Gradients
Li Lun
Kunyu Feng
Qinglong Ni
Ling Liang
Yuan Wang
Ying Li
Dunshan Yu
Xiaoxin Cui
AAML
181
4
0
05 Mar 2025
On the uncertainty principle of neural networks
Jun-Jie Zhang
Dong-xiao Zhang
Jian-Nan Chen
L. Pang
Deyu Meng
278
4
0
17 Jan 2025
Nearly Zero-Cost Protection Against Mimicry by Personalized Diffusion Models
Namhyuk Ahn
Kiyoon Yoo
Wonhyuk Ahn
Daesik Kim
Seung-Hun Nam
AAML
WIGM
DiffM
260
1
0
16 Dec 2024
Discerning the Chaos: Detecting Adversarial Perturbations while Disentangling Intentional from Unintentional Noises
Anubhooti Jain
Susim Roy
Kwanit Gupta
Mayank Vatsa
Richa Singh
AAML
107
0
0
29 Sep 2024
Probabilistic Iterative Hard Thresholding for Sparse Learning
Matteo Bergamaschi
Andrea Cristofari
Vyacheslav Kungurtsev
Francesco Rinaldi
62
0
0
02 Sep 2024
Interpreting Global Perturbation Robustness of Image Models using Axiomatic Spectral Importance Decomposition
Róisín Luo
James McDermott
C. O'Riordan
AAML
189
1
0
02 Aug 2024
AttackBench: Evaluating Gradient-based Attacks for Adversarial Examples
Antonio Emanuele Cinà
Jérôme Rony
Maura Pintor
Christian Scano
Ambra Demontis
Battista Biggio
Ismail Ben Ayed
Fabio Roli
ELM
AAML
SILM
211
12
0
30 Apr 2024
BruSLeAttack: A Query-Efficient Score-Based Black-Box Sparse Adversarial Attack
Viet Vo
Ehsan Abbasnejad
Damith C. Ranasinghe
AAML
138
7
0
08 Apr 2024
Imperceptible Protection against Style Imitation from Diffusion Models
Namhyuk Ahn
Wonhyuk Ahn
Kiyoon Yoo
Daesik Kim
Seung-Hun Nam
WIGM
AAML
DiffM
152
8
0
28 Mar 2024
Theoretical Understanding of Learning from Adversarial Perturbations
Soichiro Kumano
Hiroshi Kera
Toshihiko Yamasaki
AAML
114
4
0
16 Feb 2024
Continual Adversarial Defense
Qian Wang
Yaoyao Liu
Hefei Ling
Yingwei Li
Qihao Liu
Ping Li
AAML
317
5
0
15 Dec 2023
Black-box Attacks on Image Activity Prediction and its Natural Language Explanations
Alina Elena Baia
Valentina Poggioni
Andrea Cavallaro
AAML
136
1
0
30 Sep 2023
AudioFool: Fast, Universal and synchronization-free Cross-Domain Attack on Speech Recognition
Mohamad Fakih
R. Kanj
Fadi J. Kurdahi
M. Fouda
AAML
89
0
0
20 Sep 2023
Adversarial Attacks and Defenses on 3D Point Cloud Classification: A Survey
Hanieh Naderi
Ivan V. Bajić
3DPC
181
9
0
01 Jul 2023
AdvCheck: Characterizing Adversarial Examples via Local Gradient Checking
Ruoxi Chen
Haibo Jin
Jinyin Chen
Haibin Zheng
AAML
92
0
0
25 Mar 2023
Attacking Important Pixels for Anchor-free Detectors
Yunxu Xie
Shu Hu
Xin Wang
Quanyu Liao
Bin Zhu
Xi Wu
Siwei Lyu
ObjD
AAML
119
2
0
26 Jan 2023
Guidance Through Surrogate: Towards a Generic Diagnostic Attack
Muzammal Naseer
Salman Khan
Fatih Porikli
Fahad Shahbaz Khan
AAML
92
1
0
30 Dec 2022
SAIF: Sparse Adversarial and Imperceptible Attack Framework
Tooba Imtiaz
Morgan Kohler
Jared Miller
Zifeng Wang
Masih Eskandar
Mario Sznaier
Octavia Camps
Jennifer Dy
AAML
182
1
0
14 Dec 2022
AdvMask: A Sparse Adversarial Attack Based Data Augmentation Method for Image Classification
Suorong Yang
Jinqiao Li
Jian Zhao
S. Furao
AAML
92
10
0
29 Nov 2022
A Survey on Physical Adversarial Attack in Computer Vision
Donghua Wang
Wen Yao
Tingsong Jiang
Guijian Tang
Xiaoqian Chen
AAML
272
42
0
28 Sep 2022
Learning to Accelerate Approximate Methods for Solving Integer Programming via Early Fixing
Longkang Li
Baoyuan Wu
123
4
0
05 Jul 2022
Fooling Explanations in Text Classifiers
Adam Ivankay
Ivan Girardi
Chiara Marchiori
P. Frossard
AAML
121
20
0
07 Jun 2022
On the reversibility of adversarial attacks
C. Li
Ricardo Sánchez-Matilla
Ali Shahin Shamsabadi
Riccardo Mazzon
Andrea Cavallaro
AAML
85
2
0
01 Jun 2022
Attack-Agnostic Adversarial Detection
Jiaxin Cheng
Mohamed Hussein
J. Billa
Wael AbdAlmageed
AAML
96
2
0
01 Jun 2022
Adversarial Scratches: Deployable Attacks to CNN Classifiers
Loris Giulivi
Malhar Jere
Loris Rossi
F. Koushanfar
Gabriela F. Cretu-Ciocarlie
Briland Hitaj
Giacomo Boracchi
AAML
120
20
0
20 Apr 2022
AutoAdversary: A Pixel Pruning Method for Sparse Adversarial Attack
Jinqiao Li
Xiaotao Liu
Jian Zhao
S. Furao
AAML
49
1
0
18 Mar 2022
Patch-Fool: Are Vision Transformers Always Robust Against Adversarial Perturbations?
Y. Fu
Shunyao Zhang
Shan-Hung Wu
Cheng Wan
Yingyan Lin
AAML
207
73
0
16 Mar 2022
Adversarial Attacks and Defense Methods for Power Quality Recognition
Jiwei Tian
Buhong Wang
Jing Li
Zhen Wang
Mete Ozay
AAML
138
0
0
11 Feb 2022
Pixle: a fast and effective black-box attack based on rearranging pixels
Jary Pomponi
Simone Scardapane
A. Uncini
AAML
80
39
0
04 Feb 2022
Query Efficient Decision Based Sparse Attacks Against Black-Box Deep Learning Models
Viet Vo
Ehsan Abbasnejad
Damith C. Ranasinghe
AAML
158
14
0
31 Jan 2022
Efficient and Robust Classification for Sparse Attacks
M. Beliaev
Payam Delgosha
Hamed Hassani
Ramtin Pedarsani
AAML
92
2
0
23 Jan 2022
Amicable Aid: Perturbing Images to Improve Classification Performance
Juyeop Kim
Jun-Ho Choi
Soobeom Jang
Jong-Seok Lee
AAML
163
2
0
09 Dec 2021
SNEAK: Synonymous Sentences-Aware Adversarial Attack on Natural Language Video Localization
Wenbo Gou
Wen Shi
Jian Lou
Lijie Huang
Pan Zhou
Ruixuan Li
AAML
126
2
0
08 Dec 2021
Improving Adversarial Robustness for Free with Snapshot Ensemble
Yihao Wang
AAML
UQCV
84
1
0
07 Oct 2021
Adversarial Attacks on Spiking Convolutional Neural Networks for Event-based Vision
Julian Buchel
Gregor Lenz
Yalun Hu
Sadique Sheik
M. Sorbaro
AAML
169
16
0
06 Oct 2021
Reachability Analysis of Convolutional Neural Networks
Xiaodong Yang
Tomoya Yamaguchi
Hoang-Dung Tran
Bardh Hoxha
Taylor T. Johnson
Danil Prokhorov
FAtt
91
6
0
22 Jun 2021
Sparse and Imperceptible Adversarial Attack via a Homotopy Algorithm
Mingkang Zhu
Tianlong Chen
Zhangyang Wang
AAML
97
22
0
10 Jun 2021
On Improving Adversarial Transferability of Vision Transformers
Muzammal Naseer
Kanchana Ranasinghe
Salman Khan
Fahad Shahbaz Khan
Fatih Porikli
ViT
170
102
0
08 Jun 2021
Transferable Adversarial Examples for Anchor Free Object Detection
Quanyu Liao
Xin Wang
Bin Kong
Siwei Lyu
Bin Zhu
Youbing Yin
Qi Song
Xi Wu
AAML
86
10
0
03 Jun 2021
Imperceptible Adversarial Examples for Fake Image Detection
Quanyu Liao
Yuezun Li
Xiaoqiang Guo
Bin Kong
Yingxin Zhu
Jianlei Liu
Zhuqing Jiang
Qi Song
Xi Wu
AAML
180
34
0
03 Jun 2021
Transferable Sparse Adversarial Attack
Ziwen He
Wei Wang
Jing Dong
Tieniu Tan
AAML
107
21
0
31 May 2021
Adversarial Robustness against Multiple and Single
l
p
l_p
l
p
-Threat Models via Quick Fine-Tuning of Robust Classifiers
Francesco Croce
Matthias Hein
OOD
AAML
130
24
0
26 May 2021
An Overview of Laser Injection against Embedded Neural Network Models
Mathieu Dumont
Pierre-Alain Moëllic
R. Viera
J. Dutertre
Rémi Bernhard
AAML
55
10
0
04 May 2021
GRNN: Generative Regression Neural Network -- A Data Leakage Attack for Federated Learning
Hanchi Ren
Jingjing Deng
Xianghua Xie
SILM
AAML
FedML
221
108
0
02 May 2021
Robust Classification Under
ℓ
0
\ell_0
ℓ
0
Attack for the Gaussian Mixture Model
Payam Delgosha
Hamed Hassani
Ramtin Pedarsani
AAML
108
8
0
05 Apr 2021
LSDAT: Low-Rank and Sparse Decomposition for Decision-based Adversarial Attack
Ashkan Esmaeili
Marzieh Edraki
Nazanin Rahnavard
M. Shah
Lin Wang
AAML
120
2
0
19 Mar 2021
Mind the box:
l
1
l_1
l
1
-APGD for sparse adversarial attacks on image classifiers
Francesco Croce
Matthias Hein
AAML
191
60
0
01 Mar 2021
Fast Minimum-norm Adversarial Attacks through Adaptive Norm Constraints
Maura Pintor
Fabio Roli
Wieland Brendel
Battista Biggio
AAML
167
75
0
25 Feb 2021
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