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2302.07221
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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
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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
Natalie S. Frank
32
1
0
25 Apr 2024
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
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
Konstantinos P. Panousis
S. Chatzis
Antonios Alexos
Sergios Theodoridis
BDL
AAML
OOD
56
19
0
04 Jan 2021
Adversarial Machine Learning at Scale
Alexey Kurakin
Ian Goodfellow
Samy Bengio
AAML
256
3,109
0
04 Nov 2016
1