Robust Experts: the Effect of Adversarial Training on CNNs with Sparse Mixture-of-Experts Layers

Svetlana Pavlitska, Haixi Fan, Konstantin Ditschuneit +1

Robustifying convolutional neural networks (CNNs) against adversarial attacks remains challenging and often requires resource-intensive countermeasures. We explore the use of spars…