CURE is a deep network training algorithm via a curvature regularizer. Networks trained using CURE can achieve significant adversarial robustness.
The code is compatible with python3.7. To install the dependecies use
pip install -e .
To start, you can play with the following notebook:
"Robustness via curvature regularization, and vice versa ", SM. Moosavi-Dezfooli, A. Fawzi, J. Uesato, and P. Frossard, CVPR 2019.