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Image Classification on CIFAR-10 (DynamicAtt Attack, test)
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94.4
Accuracy
Before
89.4288
90.7194
92.01
93.3006
Feb 13, 2022
Accuracy
Attack Success Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Attack Success Rate
Before
defense=None
2022.02
94.4
92.72
Neural Cleanse
defense=Neural Cleanse
2022.02
94.4
92.72
PBE
clean_data_available=f...
2022.02
93.28
0.75
PBE
clean_data_available=true
2022.02
93.28
0.75
ANP
defense=Adversarial Ne...
2022.02
92.86
1.09
NAD
defense=Neural Attenti...
2022.02
92.71
1.39
Fine-tuning
defense=Fine-tuning
2022.02
92.05
4.46
Fine-pruning
defense=Fine-pruning
2022.02
89.62
90.33
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