vasusingla / CURE_robustness

Implemented CURE algorithm from robustness via curvature regularization and vice versa

CURE for adversarial vulnerability

CURE is a deep network training algorithm via a curvature regularizer. Networks trained using CURE can achieve significant adversarial robustness.

Dependencies

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The code is compatible with python3.7. To install the dependecies use

pip install -e .

To start, you can play with the following notebook:

• "CURE Example Code "

Reference

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"Robustness via curvature regularization, and vice versa ", SM. Moosavi-Dezfooli, A. Fawzi, J. Uesato, and P. Frossard, CVPR 2019.