ATHENA: A Framework based on Diverse Weak Defenses for Building Adversarial Defense
Published in
(2020)External Links:
TL
TL;DR
A comprehensive empirical study is conducted to evaluate several realizations of ATHENA with four threat models including zero-knowledge, black-boxes, gray-box, and white-box and explains why diversity matters, the generality of the defense framework, and the overhead costs incurred.