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Adversarial Detection on PGD perturbations (val)

99.5AUROC

MMD-CC + SimCLRv2

16.8238.28559.7581.215Oct 4, 2022
Updated 1mo ago

Evaluation Results

MethodLinks
2022.10
99.5
2022.10
98.8
2022.10
96.6
2022.10
86.6
2022.10
85.8
2022.10
84
2022.10
70.5
2022.10
70.5
2022.10
61.3
2022.10
57.5
2022.10
57.4
2022.10
53.8
2022.10
35.2
2022.10
33
2022.10
22.5
2022.10
20