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Adversarial examples in the physical world
v1v2v3v4 (latest)

Adversarial examples in the physical world

8 July 2016
Alexey Kurakin
Ian Goodfellow
Samy Bengio
    SILMAAML
ArXiv (abs)PDFHTML

Papers citing "Adversarial examples in the physical world"

50 / 2,769 papers shown
Title
Fuzziness-tuned: Improving the Transferability of Adversarial Examples
Fuzziness-tuned: Improving the Transferability of Adversarial Examples
Xiangyuan Yang
Jie Lin
Hanlin Zhang
Xinyu Yang
Peng Zhao
AAML
58
0
0
17 Mar 2023
Among Us: Adversarially Robust Collaborative Perception by Consensus
Among Us: Adversarially Robust Collaborative Perception by Consensus
Yiming Li
Qi Fang
Jiamu Bai
Siheng Chen
Felix Juefei Xu
Chen Feng
AAML
52
28
0
16 Mar 2023
Rethinking Model Ensemble in Transfer-based Adversarial Attacks
Rethinking Model Ensemble in Transfer-based Adversarial Attacks
Huanran Chen
Yichi Zhang
Yinpeng Dong
Xiao Yang
Hang Su
Junyi Zhu
AAML
111
70
0
16 Mar 2023
Review on the Feasibility of Adversarial Evasion Attacks and Defenses
  for Network Intrusion Detection Systems
Review on the Feasibility of Adversarial Evasion Attacks and Defenses for Network Intrusion Detection Systems
Islam Debicha
Benjamin Cochez
Tayeb Kenaza
Thibault Debatty
Jean-Michel Dricot
Wim Mees
AAML
55
5
0
13 Mar 2023
Adv-Bot: Realistic Adversarial Botnet Attacks against Network Intrusion
  Detection Systems
Adv-Bot: Realistic Adversarial Botnet Attacks against Network Intrusion Detection Systems
Islam Debicha
Benjamin Cochez
Tayeb Kenaza
Thibault Debatty
Jean-Michel Dricot
Wim Mees
AAML
59
37
0
12 Mar 2023
Adaptive Local Adversarial Attacks on 3D Point Clouds for Augmented
  Reality
Adaptive Local Adversarial Attacks on 3D Point Clouds for Augmented Reality
Weiquan Liu
Shijun Zheng
Cheng-i Wang
3DPCAAML
55
2
0
12 Mar 2023
Immune Defense: A Novel Adversarial Defense Mechanism for Preventing the
  Generation of Adversarial Examples
Immune Defense: A Novel Adversarial Defense Mechanism for Preventing the Generation of Adversarial Examples
Jinwei Wang
Hao Wu
Haihua Wang
Jiawei Zhang
X. Luo
Bin Ma
AAML
55
0
0
08 Mar 2023
CUDA: Convolution-based Unlearnable Datasets
CUDA: Convolution-based Unlearnable Datasets
Vinu Sankar Sadasivan
Mahdi Soltanolkotabi
Soheil Feizi
MU
67
25
0
07 Mar 2023
Patch of Invisibility: Naturalistic Physical Black-Box Adversarial
  Attacks on Object Detectors
Patch of Invisibility: Naturalistic Physical Black-Box Adversarial Attacks on Object Detectors
Raz Lapid
Eylon Mizrahi
Moshe Sipper
AAML
64
1
0
07 Mar 2023
Logit Margin Matters: Improving Transferable Targeted Adversarial Attack
  by Logit Calibration
Logit Margin Matters: Improving Transferable Targeted Adversarial Attack by Logit Calibration
Juanjuan Weng
Zhiming Luo
Zhun Zhong
Shaozi Li
N. Sebe
AAML
81
19
0
07 Mar 2023
Testing the Channels of Convolutional Neural Networks
Testing the Channels of Convolutional Neural Networks
Kang Choi
Donghyun Son
Younghoon Kim
Jiwon Seo
65
1
0
06 Mar 2023
Adversarial Attacks on Machine Learning in Embedded and IoT Platforms
Adversarial Attacks on Machine Learning in Embedded and IoT Platforms
Christian Westbrook
S. Pasricha
AAML
65
3
0
03 Mar 2023
AdvART: Adversarial Art for Camouflaged Object Detection Attacks
AdvART: Adversarial Art for Camouflaged Object Detection Attacks
Amira Guesmi
Ioan Marius Bilasco
Mohamed Bennai
Ihsen Alouani
GANAAML
82
21
0
03 Mar 2023
APARATE: Adaptive Adversarial Patch for CNN-based Monocular Depth
  Estimation for Autonomous Navigation
APARATE: Adaptive Adversarial Patch for CNN-based Monocular Depth Estimation for Autonomous Navigation
Amira Guesmi
Muhammad Abdullah Hanif
Ihsen Alouani
Mohamed Bennai
AAML
79
9
0
02 Mar 2023
AdvRain: Adversarial Raindrops to Attack Camera-based Smart Vision
  Systems
AdvRain: Adversarial Raindrops to Attack Camera-based Smart Vision Systems
Amira Guesmi
Muhammad Abdullah Hanif
Mohamed Bennai
AAML
98
17
0
02 Mar 2023
Frauds Bargain Attack: Generating Adversarial Text Samples via Word
  Manipulation Process
Frauds Bargain Attack: Generating Adversarial Text Samples via Word Manipulation Process
Mingze Ni
Zhen-Biao Sun
Wei Liu
AAMLSILM
79
7
0
01 Mar 2023
Feature Extraction Matters More: Universal Deepfake Disruption through
  Attacking Ensemble Feature Extractors
Feature Extraction Matters More: Universal Deepfake Disruption through Attacking Ensemble Feature Extractors
Long Tang
Dengpan Ye
Zhenhao Lu
Yunming Zhang
Shengshan Hu
Yue Xu
Chuanxi Chen
AAML
86
9
0
01 Mar 2023
A Comprehensive Study on Robustness of Image Classification Models:
  Benchmarking and Rethinking
A Comprehensive Study on Robustness of Image Classification Models: Benchmarking and Rethinking
Chang-Shu Liu
Yinpeng Dong
Wenzhao Xiang
Xiaohu Yang
Hang Su
Junyi Zhu
YueFeng Chen
Yuan He
H. Xue
Shibao Zheng
OODVLMAAML
115
85
0
28 Feb 2023
Adversarial Attack with Raindrops
Adversarial Attack with Raindrops
Jiyuan Liu
Bingyi Lu
Mingkang Xiong
Tao Zhang
Huilin Xiong
65
19
0
28 Feb 2023
Online Black-Box Confidence Estimation of Deep Neural Networks
Online Black-Box Confidence Estimation of Deep Neural Networks
Fabian Woitschek
G. Schneider
UQCV
63
1
0
27 Feb 2023
Physical Adversarial Attacks on Deep Neural Networks for Traffic Sign
  Recognition: A Feasibility Study
Physical Adversarial Attacks on Deep Neural Networks for Traffic Sign Recognition: A Feasibility Study
Fabian Woitschek
G. Schneider
AAML
73
9
0
27 Feb 2023
CBA: Contextual Background Attack against Optical Aerial Detection in
  the Physical World
CBA: Contextual Background Attack against Optical Aerial Detection in the Physical World
Jiawei Lian
Xiaofei Wang
Yuru Su
Mingyang Ma
Shaohui Mei
AAML
127
36
0
27 Feb 2023
Chaotic Variational Auto encoder-based Adversarial Machine Learning
Chaotic Variational Auto encoder-based Adversarial Machine Learning
Pavan Venkata Sainadh Reddy
Yelleti Vivek
Gopi Pranay
V. Ravi
DRLAAML
85
1
0
25 Feb 2023
Less is More: Data Pruning for Faster Adversarial Training
Less is More: Data Pruning for Faster Adversarial Training
Yize Li
Pu Zhao
Xinyu Lin
B. Kailkhura
Ryan Goldh
AAML
115
11
0
23 Feb 2023
MalProtect: Stateful Defense Against Adversarial Query Attacks in
  ML-based Malware Detection
MalProtect: Stateful Defense Against Adversarial Query Attacks in ML-based Malware Detection
Aqib Rashid
Jose Such
AAML
98
10
0
21 Feb 2023
Interpretable Spectrum Transformation Attacks to Speaker Recognition
Interpretable Spectrum Transformation Attacks to Speaker Recognition
Jiadi Yao
H. Luo
Xiao-Lei Zhang
AAML
61
2
0
21 Feb 2023
Generalization Bounds for Adversarial Contrastive Learning
Generalization Bounds for Adversarial Contrastive Learning
Xin Zou
Weiwei Liu
AAML
66
11
0
21 Feb 2023
Prompt Stealing Attacks Against Text-to-Image Generation Models
Prompt Stealing Attacks Against Text-to-Image Generation Models
Xinyue Shen
Y. Qu
Michael Backes
Yang Zhang
83
38
0
20 Feb 2023
Stationary Point Losses for Robust Model
Stationary Point Losses for Robust Model
Weiwei Gao
Dazhi Zhang
Yao Li
Zhichang Guo
Ovanes Petrosian
OOD
102
0
0
19 Feb 2023
X-Adv: Physical Adversarial Object Attacks against X-ray Prohibited Item
  Detection
X-Adv: Physical Adversarial Object Attacks against X-ray Prohibited Item Detection
Aishan Liu
Jun Guo
Jiakai Wang
Siyuan Liang
Renshuai Tao
Wenbo Zhou
Cong Liu
Xianglong Liu
Dacheng Tao
AAML
107
66
0
19 Feb 2023
Gradient-based Wang-Landau Algorithm: A Novel Sampler for Output
  Distribution of Neural Networks over the Input Space
Gradient-based Wang-Landau Algorithm: A Novel Sampler for Output Distribution of Neural Networks over the Input Space
Weitang Liu
Ying-Wai Li
Yi-Zhuang You
Jingbo Shang
38
1
0
19 Feb 2023
Delving into the Adversarial Robustness of Federated Learning
Delving into the Adversarial Robustness of Federated Learning
Jie M. Zhang
Yue Liu
Chen Chen
Lingjuan Lyu
Shuang Wu
Shouhong Ding
Chao Wu
FedML
84
38
0
19 Feb 2023
Attacks in Adversarial Machine Learning: A Systematic Survey from the
  Life-cycle Perspective
Attacks in Adversarial Machine Learning: A Systematic Survey from the Life-cycle Perspective
Baoyuan Wu
Zihao Zhu
Li Liu
Qingshan Liu
Zhaofeng He
Siwei Lyu
AAML
112
23
0
19 Feb 2023
A Novel Noise Injection-based Training Scheme for Better Model
  Robustness
A Novel Noise Injection-based Training Scheme for Better Model Robustness
Zeliang Zhang
Jinyang Jiang
Minjie Chen
Zhiyuan Wang
Yijie Peng
Zhaofei Yu
63
3
0
17 Feb 2023
Raising the Cost of Malicious AI-Powered Image Editing
Raising the Cost of Malicious AI-Powered Image Editing
Hadi Salman
Alaa Khaddaj
Guillaume Leclerc
Andrew Ilyas
Aleksander Madry
DiffM
103
118
0
13 Feb 2023
Threatening Patch Attacks on Object Detection in Optical Remote Sensing
  Images
Threatening Patch Attacks on Object Detection in Optical Remote Sensing Images
Xuxiang Sun
Gong Cheng
Lei Pei
Hongda Li
Junwei Han
AAML
55
38
0
13 Feb 2023
Verifying Generalization in Deep Learning
Verifying Generalization in Deep Learning
Guy Amir
Osher Maayan
Tom Zelazny
Guy Katz
Michael Schapira
AAMLAI4CE
81
14
0
11 Feb 2023
Mithridates: Auditing and Boosting Backdoor Resistance of Machine
  Learning Pipelines
Mithridates: Auditing and Boosting Backdoor Resistance of Machine Learning Pipelines
Eugene Bagdasaryan
Vitaly Shmatikov
AAML
104
2
0
09 Feb 2023
Glaze: Protecting Artists from Style Mimicry by Text-to-Image Models
Glaze: Protecting Artists from Style Mimicry by Text-to-Image Models
Shawn Shan
Jenna Cryan
Emily Wenger
Haitao Zheng
Rana Hanocka
Ben Y. Zhao
WIGM
80
189
0
08 Feb 2023
Efficient Adversarial Contrastive Learning via Robustness-Aware Coreset
  Selection
Efficient Adversarial Contrastive Learning via Robustness-Aware Coreset Selection
Xilie Xu
Jingfeng Zhang
Feng Liu
Masashi Sugiyama
Mohan S. Kankanhalli
AAML
104
17
0
08 Feb 2023
Toward Face Biometric De-identification using Adversarial Examples
Toward Face Biometric De-identification using Adversarial Examples
Mahdieh Ghafourian
Julian Fierrez
Luis F. Gomez
R. Vera-Rodríguez
Aythami Morales
Zohra Rezgui
Raymond N. J. Veldhuis
PICVAAML
52
7
0
07 Feb 2023
A Minimax Approach Against Multi-Armed Adversarial Attacks Detection
A Minimax Approach Against Multi-Armed Adversarial Attacks Detection
Federica Granese
Marco Romanelli
S. Garg
Pablo Piantanida
AAML
58
0
0
04 Feb 2023
CosPGD: an efficient white-box adversarial attack for pixel-wise
  prediction tasks
CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks
Shashank Agnihotri
Steffen Jung
Margret Keuper
AAML
95
22
0
04 Feb 2023
Lateralization in Agents' Decision Making: Evidence of Benefits/Costs
  from Artificial Intelligence
Lateralization in Agents' Decision Making: Evidence of Benefits/Costs from Artificial Intelligence
Abubakar Siddique
Will N. Browne
Gina M. Grimshaw
25
0
0
03 Feb 2023
Effectiveness of Moving Target Defenses for Adversarial Attacks in
  ML-based Malware Detection
Effectiveness of Moving Target Defenses for Adversarial Attacks in ML-based Malware Detection
Aqib Rashid
Jose Such
AAML
60
2
0
01 Feb 2023
On the Efficacy of Metrics to Describe Adversarial Attacks
On the Efficacy of Metrics to Describe Adversarial Attacks
Tommaso Puccetti
T. Zoppi
Andrea Ceccarelli
AAML
27
2
0
30 Jan 2023
Improving Adversarial Transferability with Scheduled Step Size and Dual
  Example
Improving Adversarial Transferability with Scheduled Step Size and Dual Example
Zeliang Zhang
Peihan Liu
Xiaosen Wang
Chenliang Xu
AAML
62
3
0
30 Jan 2023
Lateralized Learning for Multi-Class Visual Classification Tasks
Lateralized Learning for Multi-Class Visual Classification Tasks
Abubakar Siddique
Will N. Browne
Gina M. Grimshaw
39
2
0
30 Jan 2023
Semantic Adversarial Attacks on Face Recognition through Significant
  Attributes
Semantic Adversarial Attacks on Face Recognition through Significant Attributes
Yasmeen M. Khedr
Yifeng Xiong
Kun He
AAML
76
2
0
28 Jan 2023
Learning to Unlearn: Instance-wise Unlearning for Pre-trained
  Classifiers
Learning to Unlearn: Instance-wise Unlearning for Pre-trained Classifiers
Sungmin Cha
Sungjun Cho
Dasol Hwang
Honglak Lee
Taesup Moon
Moontae Lee
MU
151
43
0
27 Jan 2023
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