It begins with a boundary: A geometric view on probabilistically robust learning

Leon Bungert, Nicolás García Trillos, Matt Jacobs +3

Although deep neural networks have achieved super-human performance on many classification tasks, they often exhibit a worrying lack of robustness towards adversarially generated e…