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Adversarial Attack Detection on MNIST L2PGD attack
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54.42
Adversarial Coverage
EDL++
16.148
26.084
36.02
45.956
Jun 6, 2025
Adversarial Coverage
Updated 1mo ago
Evaluation Results
Method
Method
Links
Adversarial Coverage
EDL++
Inference Method=MC
2025.06
54.42
MC-Dropout
2025.06
27.79
Standard Network
2025.06
25.84
ABNN
2025.06
24.35
C-EDL
Inference Method=MC
2025.06
23.39
EMM
2025.06
22.18
EDL-Head
2025.06
19.86
C-EDL
Inference Method=Meta
2025.06
17.68
EDL++
Inference Method=Meta
2025.06
17.62
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