Memory Defense: More Robust Classification via a Memory-Masking Autoencoder

Eashan Adhikarla, Dan Luo, Brian D. Davison

Many deep neural networks are susceptible to minute perturbations of images that have been carefully crafted to cause misclassification. Ideally, a robust classifier would be immun…