Hindering Adversarial Attacks with Implicit Neural Representations

Andrei A. Rusu, Dan Andrei Calian, Sven Gowal, Raia Hadsell

Abstract: We introduce the Lossy Implicit Network Activation Coding (LINAC) defence, an input transformation which successfully hinders several common adversarial attacks on CIFAR-10 classifiers for perturba...