Adversarial Examples Detection and Analysis with Layer-wise Autoencoders

Bartosz Wójcik, Paweł Morawiecki, Marek Śmieja +3

We present a mechanism for detecting adversarial examples based on data representations taken from the hidden layers of the target network. For this purpose, we train individual au…