Certified Robust Models with Slack Control and Large Lipschitz Constants

Max Losch, David Stutz, Bernt Schiele +1

Despite recent success, state-of-the-art learning-based models remain highly vulnerable to input changes such as adversarial examples. In order to obtain certifiable robustness aga…