Complexity Matters: Effective Dimensionality as a Measure for Adversarial Robustness

David Khachaturov, Robert Mullins

Quantifying robustness in a single measure for the purposes of model selection, development of adversarial training methods, and anticipating trends has so far been elusive. The si…