Measuring Adversarial Robustness using a Voronoi-Epsilon Adversary

Hyeongji Kim, Pekka Parviainen, Ketil Malde

Previous studies on robustness have argued that there is a tradeoff between accuracy and adversarial accuracy. The tradeoff can be inevitable even when we neglect generalization. W…