Expected Tight Bounds for Robust Training

Salman Alsubaihi, Adel Bibi, Modar Alfadly +2

Training Deep Neural Networks that are robust to norm bounded adversarial attacks remains an elusive problem. While exact and inexact verification-based methods are generally too e…