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On the Role of Randomization in Adversarially Robust Classification

On the Role of Randomization in Adversarially Robust Classification

14 February 2023
Lucas Gnecco-Heredia
Y. Chevaleyre
Benjamin Négrevergne
Laurent Meunier
Muni Sreenivas Pydi
    AAML
ArXivPDFHTML

Papers citing "On the Role of Randomization in Adversarially Robust Classification"

5 / 5 papers shown
Title
A Notion of Uniqueness for the Adversarial Bayes Classifier
A Notion of Uniqueness for the Adversarial Bayes Classifier
Natalie S. Frank
32
1
0
25 Apr 2024
The Many Faces of Adversarial Risk
The Many Faces of Adversarial Risk
Muni Sreenivas Pydi
Varun Jog
AAML
43
29
0
22 Jan 2022
Stochastic Local Winner-Takes-All Networks Enable Profound Adversarial
  Robustness
Stochastic Local Winner-Takes-All Networks Enable Profound Adversarial Robustness
Konstantinos P. Panousis
S. Chatzis
Sergios Theodoridis
BDL
AAML
58
11
0
05 Dec 2021
Local Competition and Stochasticity for Adversarial Robustness in Deep
  Learning
Local Competition and Stochasticity for Adversarial Robustness in Deep Learning
Konstantinos P. Panousis
S. Chatzis
Antonios Alexos
Sergios Theodoridis
BDL
AAML
OOD
56
19
0
04 Jan 2021
Adversarial Machine Learning at Scale
Adversarial Machine Learning at Scale
Alexey Kurakin
Ian Goodfellow
Samy Bengio
AAML
256
3,109
0
04 Nov 2016
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