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Benchmarks
Black-box Transfer Attack on CIFAR-10
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43.64
ASR
MI-FGSM
11.6704
19.9702
28.27
36.5698
Jun 21, 2026
ASR
PGD Success Rate (ℓ∞)
C&W Success Rate (ℓ∞)
PGD Success Rate (ℓ2)
C&W Success Rate (ℓ2)
Updated 1mo ago
Evaluation Results
Method
Method
Links
ASR
PGD Success Rate (ℓ∞)
C&W Success Rate (ℓ∞)
PGD Success Rate (ℓ2)
C&W Success Rate (ℓ2)
MI-FGSM
Source=Robust
2026.06
43.64
-
-
-
-
CG-DI
Source=Robust
2026.06
43.64
-
-
-
-
DI-FGSM
Source=Robust
2026.06
41.09
-
-
-
-
MI-FGSM
Source=Standard
2026.06
12.98
-
-
-
-
CG-DI
Source=Standard
2026.06
12.91
-
-
-
-
DI-FGSM
Source=Standard
2026.06
12.9
-
-
-
-
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