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1412.5068
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Towards Deep Neural Network Architectures Robust to Adversarial Examples
International Conference on Learning Representations (ICLR), 2014
11 December 2014
S. Gu
Luca Rigazio
AAML
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Papers citing
"Towards Deep Neural Network Architectures Robust to Adversarial Examples"
17 / 417 papers shown
Unifying Adversarial Training Algorithms with Flexible Deep Data Gradient Regularization
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C. Lee Giles
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26 Jan 2016
The Limitations of Deep Learning in Adversarial Settings
Nicolas Papernot
Patrick McDaniel
S. Jha
Matt Fredrikson
Z. Berkay Celik
A. Swami
AAML
536
4,182
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24 Nov 2015
A Unified Gradient Regularization Family for Adversarial Examples
Chunchuan Lyu
Kaizhu Huang
Hai-Ning Liang
AAML
164
216
0
19 Nov 2015
Manifold Regularized Discriminative Neural Networks
Shuangfei Zhai
Zhongfei Zhang
AI4CE
179
2
0
19 Nov 2015
Robust Convolutional Neural Networks under Adversarial Noise
Jonghoon Jin
Aysegül Dündar
Eugenio Culurciello
144
78
0
19 Nov 2015
Foveation-based Mechanisms Alleviate Adversarial Examples
Yan Luo
Xavier Boix
Gemma Roig
T. Poggio
Qi Zhao
AAML
398
175
0
19 Nov 2015
Understanding Adversarial Training: Increasing Local Stability of Neural Nets through Robust Optimization
Uri Shaham
Yutaro Yamada
S. Negahban
AAML
239
89
0
17 Nov 2015
Adversarial Manipulation of Deep Representations
S. Sabour
Yanshuai Cao
Fartash Faghri
David J. Fleet
GAN
AAML
719
291
0
16 Nov 2015
DeepFool: a simple and accurate method to fool deep neural networks
Seyed-Mohsen Moosavi-Dezfooli
Alhussein Fawzi
P. Frossard
AAML
813
5,263
0
14 Nov 2015
Distillation as a Defense to Adversarial Perturbations against Deep Neural Networks
Nicolas Papernot
Patrick McDaniel
Xi Wu
S. Jha
A. Swami
AAML
355
3,218
0
14 Nov 2015
Exploring the Space of Adversarial Images
Pedro Tabacof
Eduardo Valle
AAML
262
200
0
19 Oct 2015
Improving Back-Propagation by Adding an Adversarial Gradient
Arild Nøkland
AAML
135
32
0
14 Oct 2015
Evasion and Hardening of Tree Ensemble Classifiers
Alex Kantchelian
J. D. Tygar
A. Joseph
AAML
333
216
0
25 Sep 2015
Deep Learning and Music Adversaries
IEEE transactions on multimedia (IEEE TMM), 2015
Corey Kereliuk
Bob L. T. Sturm
J. Larsen
AAML
149
145
0
16 Jul 2015
Distributional Smoothing with Virtual Adversarial Training
Takeru Miyato
S. Maeda
Masanori Koyama
Ken Nakae
S. Ishii
742
463
0
02 Jul 2015
Analysis of classifiers' robustness to adversarial perturbations
Alhussein Fawzi
Omar Fawzi
P. Frossard
AAML
258
373
0
09 Feb 2015
Explaining and Harnessing Adversarial Examples
International Conference on Learning Representations (ICLR), 2014
Ian Goodfellow
Jonathon Shlens
Christian Szegedy
AAML
GAN
1.6K
21,166
0
20 Dec 2014
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