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Benchmarks
Backdoor Defense on Fashion-MNIST
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94.9
Clean Accuracy
Base (No Defense)
14.404
35.302
56.2
77.098
Feb 6, 2026
Clean Accuracy
PA
ASR
Updated 4d ago
Evaluation Results
Method
Method
Links
Clean Accuracy
PA
ASR
Base (No Defense)
Attack=WaNet
2026.02
94.9
-
100
ZIP
Attack=WaNet
2026.02
89.3
0.835
2.7
Sampdetox
Attack=WaNet
2026.02
86.6
0.854
2.2
Lite-BD (SW)
Attack=Average
2026.02
79.3
0.599
17.5
Lite-BD (SW)
Attack=WaNet
2026.02
75.7
0.818
3.4
Lite-BD (RE)
Attack=Average
2026.02
73.4
0.642
11.3
Lite-BD (RE)
Attack=WaNet
2026.02
69.1
0.602
27.3
ShrinkPad
Attack=WaNet
2026.02
17.5
0.109
98.9
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