The experiments are run in Colab Notebooks.
The files are:
- adlproj_pytorch_base_cnns.ipynb: Standard CNN models on MNIST and FashionMNIST trained in this.
- adlproj_base_exp.ipynb: Reproducibility experiment
- adlproj_transf_lrn.ipynb: Training ResNet for transfer learning
- adlproj_adv_attack.ipynb: Conducting and saving adversarial attack examples
- 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.