Using a self-built network inversion generator, the authors report SSIM-based reconstruction quality rankings across MNIST, FashionMNIST, SVHN, and CIFAR-10, finding MLP greater than ViT greater than CNN in memorization, but with no statistical support.
Network inversion for training-like data reconstruction,
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Privacy Preserving Properties of Vision Classifiers
Using a self-built network inversion generator, the authors report SSIM-based reconstruction quality rankings across MNIST, FashionMNIST, SVHN, and CIFAR-10, finding MLP greater than ViT greater than CNN in memorization, but with no statistical support.