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Benchmarks
Adversarial Detection on ImageNet MIFGSM attack (test)
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99.31
AUROC
Perturbation Forgery
86.7676
90.0238
93.28
96.5362
May 25, 2024
AUROC
Time Overhead (s)
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC
Time Overhead (s)
Perturbation Forgery
Detect Attacks=Gradien...
2024.05
99.31
4.85
EPSAD
Detect Attacks=Gradien...
2024.05
99.18
396.81
SPAD
Detect Attacks=Gradien...
2024.05
98.2
4.56
LID
Detect Attacks=Gradien...
2024.05
91.46
1.8
LiBRe
Detect Attacks=Gradien...
2024.05
87.25
2.56
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