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Model Inversion Attack on CelebA 64x64 (test)

0.55AccuracyVMI
-0.0220.12650.2750.4235Jan 26, 2022

Evaluation results

MethodLinks
VMIGenerator architecture=StyleGAN, Flow model for q(z)=true2022.010.5517.41
VMIGenerator architecture=DCGAN, Flow model for q(z)=true2022.010.3740.89
Generative MI2022.010.0743.21
General MI2022.010421.21