Towards Dependable Deep Convolutional Neural Networks (CNNs) with Out-distribution Learning

Mahdieh Abbasi, Arezoo Rajabi, Christian Gagné +1

Detection and rejection of adversarial examples in security sensitive and safety-critical systems using deep CNNs is essential. In this paper, we propose an approach to augment CNN…