Resisting Adversarial Attacks using Gaussian Mixture Variational Autoencoders

Partha Ghosh, Arpan Losalka, Michael J Black

Susceptibility of deep neural networks to adversarial attacks poses a major theoretical and practical challenge. All efforts to harden classifiers against such attacks have seen li…