To execute the code it is sufficient to run all the cells in the notebook. There is just a block ("Testing Instructons") that takes about 20 minutes to be executed.
This plot represents the overall results obtained by our project.
dp1/adversarial-training-for-free
Reproducing the results of https://arxiv.org/abs/1904.12843 - Final project for the Neural Networks course held at Sapienza in fall 2022
Jupyter Notebook