Peter L. Bartlett

Adversarial Examples in Multi-Layer Random ReLU Networks

2021 · arXiv (Cornell University)

We consider the phenomenon of adversarial examples in ReLU networks with independent gaussian parameters. For networks of constant depth and with a large range of widths (for instance, it suffices if the width of each …