DEEL-LIP

DEEL-LIP is an open-source library to build and train robust 1-Lipschitz networks. It is mainly developed by the DEEL research program. 1-Lipschitz networks are robust to adversarial attacks and provide robustness certificates at no cost. DEEL-LIP simplifies the construction and training of those networks based on TensorFlow/Keras; DEEL-LIP is considered as a plugin for TensorFlow/Keras containing new layers, losses and metrics required to build and train 1-Lipschitz networks.