Towards an Intrinsic Definition of Robustness for a Classifier

Théo Giraudon, Vincent Gripon, Matthias Löwe +1

The robustness of classifiers has become a question of paramount importance in the past few years. Indeed, it has been shown that state-of-the-art deep learning architectures can e…