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Benchmarks
Backdoor Defense on TrojAI
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99.91
Backdoor Accuracy
Undefended
2.306
27.6455
52.985
78.3245
Feb 13, 2022
Backdoor Accuracy
Attack Success Rate
Updated 4d ago
Evaluation Results
Method
Method
Links
Backdoor Accuracy
Attack Success Rate
Undefended
Network=ResNet18
2022.02
99.91
54.33
Undefended
Network=VGG11
2022.02
99.88
72.09
NONE
Network=VGG11
2022.02
99.04
56.68
NONE
Network=ResNet18
2022.02
98.13
34.98
DP-SGD-1
Network=VGG11, clip=4....
2022.02
84.51
88.75
DP-SGD-1
Network=ResNet18, clip...
2022.02
78.88
61.77
DP-SGD-2
Network=ResNet18, clip...
2022.02
52.81
58.94
DP-SGD-2
Network=VGG11, clip=1....
2022.02
6.06
88.55
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