Universal Lipschitz Approximation in Bounded Depth Neural Networks

Jeremy E. J. Cohen, Todd Huster, Ra Cohen

Adversarial attacks against machine learning models are a rather hefty obstacle to our increasing reliance on these models. Due to this, provably robust (certified) machine learnin…