Adversarial Vulnerability Bounds for Gaussian Process Classification

Michael Thomas Smith, Kathrin Grosse, Michael Backes +1

Machine learning (ML) classification is increasingly used in safety-critical systems. Protecting ML classifiers from adversarial examples is crucial. We propose that the main threa…