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Various Deep Learning architecture attempting to reconstruct user profiles sanitized through different techniques

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jctaillandier/reconstructor

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Input reconstruction attacks

  • Using Auto Encoder

  • Currently implemented: VAE and autoencoder - Loss for AE is column wise Damage - Loss for VAE is KL divergence + L1

  • Test set meant to pass as one batch, and in last epoch, will save generated images in Experiment folder

  • Input to model is Adult data without 'sex' and 'income'

  • 'sex' column in output is the original, unchanged values

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Various Deep Learning architecture attempting to reconstruct user profiles sanitized through different techniques

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