Detecting Adversarial Examples and Other Misclassifications in Neural Networks by Introspection

Jonathan Aigrain, Marcin Detyniecki

Despite having excellent performances for a wide variety of tasks, modern neural networks are unable to provide a reliable confidence value allowing to detect misclassifications. T…