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Threat of Adversarial Attacks on Deep Learning in Computer Vision: A
  Survey
v1v2v3 (latest)

Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey

2 January 2018
Naveed Akhtar
Ajmal Mian
    AAML
ArXiv (abs)PDFHTML

Papers citing "Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey"

12 / 462 papers shown
Title
The Effects of JPEG and JPEG2000 Compression on Attacks using
  Adversarial Examples
The Effects of JPEG and JPEG2000 Compression on Attacks using Adversarial Examples
Ayse Elvan Aydemir
A. Temi̇zel
T. Taşkaya-Temizel
AAML
63
32
0
28 Mar 2018
Understanding Measures of Uncertainty for Adversarial Example Detection
Understanding Measures of Uncertainty for Adversarial Example Detection
Lewis Smith
Y. Gal
UQCV
103
365
0
22 Mar 2018
Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial
  Examples
Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial Examples
Zihao Liu
Qi Liu
Tao Liu
Nuo Xu
Xue Lin
Yanzhi Wang
Wujie Wen
AAMLMQ
92
265
0
14 Mar 2018
L2-Nonexpansive Neural Networks
L2-Nonexpansive Neural Networks
Haifeng Qian
M. Wegman
86
74
0
22 Feb 2018
Security and Privacy Approaches in Mixed Reality: A Literature Survey
Security and Privacy Approaches in Mixed Reality: A Literature Survey
Jaybie A. de Guzman
Kanchana Thilakarathna
Aruna Seneviratne
79
135
0
15 Feb 2018
Lipschitz-Margin Training: Scalable Certification of Perturbation
  Invariance for Deep Neural Networks
Lipschitz-Margin Training: Scalable Certification of Perturbation Invariance for Deep Neural Networks
Yusuke Tsuzuku
Issei Sato
Masashi Sugiyama
AAML
137
309
0
12 Feb 2018
High Dimensional Spaces, Deep Learning and Adversarial Examples
High Dimensional Spaces, Deep Learning and Adversarial Examples
S. Dube
130
29
0
02 Jan 2018
A trans-disciplinary review of deep learning research for water
  resources scientists
A trans-disciplinary review of deep learning research for water resources scientists
Chaopeng Shen
AI4CE
232
702
0
06 Dec 2017
Defense against Universal Adversarial Perturbations
Defense against Universal Adversarial Perturbations
Naveed Akhtar
Jian Liu
Ajmal Mian
AAML
105
208
0
16 Nov 2017
Deep Packet: A Novel Approach For Encrypted Traffic Classification Using
  Deep Learning
Deep Packet: A Novel Approach For Encrypted Traffic Classification Using Deep Learning
M. Lotfollahi
Ramin Shirali Hossein Zade
Mahdi Jafari Siavoshani
Mohammdsadegh Saberian
97
838
0
08 Sep 2017
Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk
Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk
Paul Hand
V. Voroninski
UQCV
189
138
0
22 May 2017
Neural Style Transfer: A Review
Neural Style Transfer: A Review
Yongcheng Jing
Yezhou Yang
Zunlei Feng
Jingwen Ye
Yizhou Yu
Xiuming Zhang
156
742
0
11 May 2017
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