An Adversarial Robustness Perspective on the Topology of Neural Networks

Morgane Goibert, Thomas Ricatte, Elvis Dohmatob

In this paper, we investigate the impact of neural networks (NNs) topology on adversarial robustness. Specifically, we study the graph produced when an input traverses all the laye…