A Closer Look at Robustness to L-infinity and Spatial Perturbations and their Composition

Luke Rowe, Benjamin Thérien, Krzysztof Czarnecki +1

In adversarial machine learning, the popular ${\ell }_{\infty }$ threat model has been the focus of much previous work. While this mathematical definition of imperceptibility successfull…