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The experiments are run in Colab Notebooks.

The files are:

  1. adlproj_pytorch_base_cnns.ipynb: Standard CNN models on MNIST and FashionMNIST trained in this.
  2. adlproj_base_exp.ipynb: Reproducibility experiment
  3. adlproj_transf_lrn.ipynb: Training ResNet for transfer learning
  4. adlproj_adv_attack.ipynb: Conducting and saving adversarial attack examples
  5. adlproj_captum_exps.ipynb: Using Captum to score adversarial attacks and attempts applied on scoring transfer learning

Additional saved models, plots and scores in respective directories.

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