Adversarial Robustness Comparison of Vision Transformer and MLP-Mixer to CNNs

Philipp Benz, Soomin Ham, Chaoning Zhang +2

Convolutional Neural Networks (CNNs) have become the de facto gold standard in computer vision applications in the past years. Recently, however, new model architectures have been…