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Principal Component Properties of Adversarial Samples

Principal Component Properties of Adversarial Samples

7 December 2019
Malhar Jere
Sandro Herbig
Christine H. Lind
F. Koushanfar
    3DPCAAML
ArXiv (abs)PDFHTML

Papers citing "Principal Component Properties of Adversarial Samples"

3 / 3 papers shown
Title
A Frequency Perspective of Adversarial Robustness
A Frequency Perspective of Adversarial Robustness
Shishira R. Maiya
Max Ehrlich
Vatsal Agarwal
Ser-Nam Lim
Tom Goldstein
Abhinav Shrivastava
AAML
72
40
0
26 Oct 2021
Adversarially Robust One-class Novelty Detection
Adversarially Robust One-class Novelty Detection
Shao-Yuan Lo
Poojan Oza
Vishal M. Patel
AAML
71
32
0
25 Aug 2021
A Singular Value Perspective on Model Robustness
A Singular Value Perspective on Model Robustness
Malhar Jere
Maghav Kumar
F. Koushanfar
AAML
86
6
0
07 Dec 2020
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