Training robust neural networks using Lipschitz bounds

Patricia Pauli, Anne Koch, Julian Berberich +2

Due to their susceptibility to adversarial perturbations, neural networks (NNs) are hardly used in safety-critical applications. One measure of robustness to such perturbations in…