The Limitations of Model Uncertainty in Adversarial Settings

Kathrin Grosse, David Pfaff, Michael Thomas Smith +1

Machine learning models are vulnerable to adversarial examples: minor perturbations to input samples intended to deliberately cause misclassification. While an obvious security thr…