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ResearchFormerly WizWand

Model Inversion Attack Defense on Facescrub

97.9AccuracyMIDRE
93.147294.381195.61596.8489Sep 2, 2024
Updated 5mo ago

Evaluation results

MethodLinks
MIDREArchitecture=ResNet152, Parameters=(0.1, 0.4)2024.0997.974.5133.2266.240.669
MIDREArchitecture=ResNet18, Parameters=(0.1, 0.4)2024.0997.2872.58122.0369.839.7238
MIDREArchitecture=ResNet152, Parameters=(0.1, 0.8)2024.0995.7431.43150.8984.740.388
NoDefArchitecture=ResNet1522024.0995.4397.24115.7663.345.703
NoDefArchitecture=ResNet182024.0994.2298.3110.0464.740.239
MIDREArchitecture=ResNet18, Parameters=(0.1, 0.8)2024.0993.3324.85171.4896.641.325