A Geometric Perspective on the Transferability of Adversarial Directions

Zachary Charles, Harrison Rosenberg, Dimitris Papailiopoulos

State-of-the-art machine learning models frequently misclassify inputs that have been perturbed in an adversarial manner. Adversarial perturbations generated for a given input and…