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shrebox authored May 8, 2023
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### target_model.py
* Our target model is a simple MLP based on the PyTorch Tutorial form lecture and https://github.com/bentrevett/pytorch-image-classification/blob/master/1_mlp.ipynb and the ATNT-Dataset from https://github.com/harveyslash/Facial-Similarity-with-Siamese-Networks-in-Pytorch.
* Pre-trained model 'atnt-mlp-model.pth' can be downloaded from https://drive.google.com/file/d/1RI1b7SdLH7pQ0kui1bmxezvSygAiShjo/view?usp=sharing and put in the 'ModelInversion/' folder.
* Pre-trained model 'atnt-mlp-model.pth' can be downloaded from https://drive.google.com/file/d/10Swb7sddVHNJWqBe3Bx3zaUifSy1it1r/view?usp=sharing and put in the 'ModelInversion/' folder.

### model_inversion.py
We perform a model inversion attack similar to Fredrikson et al. More concrete we perform an reconstruction attack, where given a label we reconstruct an image of the respective class.
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