Spartan Networks: Self-Feature-Squeezing Neural Networks for increased robustness in adversarial settings

François Menet, Paul Berthier, José M. Fernandez +1

Deep learning models are vulnerable to adversarial examples which are input samples modified in order to maximize the error on the system. We introduce Spartan Networks, resistant…