A Perturbation Resistant Transformation and Classification System for Deep Neural Networks

Nathaniel Dean, Dilip Sarkar

Deep convolutional neural networks accurately classify a diverse range of natural images, but may be easily deceived when designed, imperceptible perturbations are embedded in the…