Alignment and Adversarial Robustness: Are More Human-Like Models More Secure?

Blaine Hoak, Kunyang Li, Patrick McDaniel

A small but growing body of work has shown that machine learning models which better align with human vision have also exhibited higher robustness to adversarial examples, raising…