Built-in Vulnerabilities to Imperceptible Adversarial Perturbations

Thomas Tanay, Jerone T. A. Andrews, Lewis D. Griffin

Designing models that are robust to small adversarial perturbations of their inputs has proven remarkably difficult. In this work we show that the reverse problem---making models m…