Gaussian Loss Smoothing Enables Certified Training with Tight Convex Relaxations

Stefan Balauca, Mark Niklas Müller, Yuhao Mao +3

Training neural networks with high certified accuracy against adversarial examples remains an open challenge despite significant efforts. While certification methods can effectivel…