How explainable are adversarially-robust CNNs?

Mehdi Nourelahi, Lars Kotthoff, Peijie Chen +1

Three important criteria of existing convolutional neural networks (CNNs) are (1) test-set accuracy; (2) out-of-distribution accuracy; and (3) explainability. While these criteria…