Certified Training: Small Boxes are All You Need

Mark Niklas Müller, Franziska Eckert, Marc Fischer +1

To obtain, deterministic guarantees of adversarial robustness, specialized training methods are used. We propose, SABR, a novel such certified training method, based on the key ins…