Deep-RBF Networks Revisited: Robust Classification with Rejection

Pourya Habib Zadeh, Reshad Hosseini, Suvrit Sra

One of the main drawbacks of deep neural networks, like many other classifiers, is their vulnerability to adversarial attacks. An important reason for their vulnerability is assign…