Adversarial Training Without Input Gradients via Low-Rank Householder Expansions

Tiana C. Johnson, Donsub Rim

This work concerns adversarial training against the small-norm adversarial examples that arise from the inherent input instability of a trained deep neural network. Examples in thi…