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Benchmarks
Backdoor Mitigation on Trojan Attack (test)
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97.08
Accuracy
Before (Poisoned Model)
19.5064
39.6457
59.785
79.9243
Dec 30, 2021
Accuracy
Attack Success Rate
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
Attack Success Rate
Before (Poisoned Model)
status=baseline poisoned
2021.12
97.08
92.06
ShapPruning
defense_setup=data-fre...
2021.12
96.21
0.14
Neural Cleanse
defense_setup=data-fre...
2021.12
95.17
2.82
DeepInspect
defense_setup=data-fre...
2021.12
84.43
33.24
Fine Pruning
defense_setup=data-fre...
2021.12
22.49
71.32
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