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ART Metrics · Trusted-AI/adversarial-robustness-toolbox Wiki · GitHub

ART Metrics

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Beat Buesser edited this page Jun 7, 2020 · 2 revisions

Robustness Metrics

CLEVER (Weng et al., 2018)
Loss sensitivity (Arpit et al., 2017)
Empirical robustness (Moosavi-Dezfooli et al., 2015)

Certification

Randomized Smoothing (Cohen et al., 2019)

Verification

Clique Method Robustness Verification (Hongge et al., 2019)