The code for experiments performed in the paper are organized as follows:
-
train: this directory contains code for training models using$\ell_2$ and$\ell_\infty$ source threat models. -
eval: this directory contains code for evaluating models trained using$\ell_2$ and$\ell_\infty$ source threat models. -
perceptual_var: the code within this directory is used for training and evaluating models trained with non-$\ell_p$ sources corresponding to experiments in Appendix F.1.8. -
Unseen_toy.ipynb: contains the code for experiments with linear models on Gaussian data located in Appendix E
Setting up:
pip install -r requirements.txt
For directions on running training and evaluation, please refer to the README located within each subdirectories.
Pretrained models: