On the Robustness of Adversarial Training Against Uncertainty Attacks

Emanuele Ledda, Giovanni Scodeller, Daniele Angioni +5

In learning problems, the noise inherent to the task at hand hinders the possibility to infer without a certain degree of uncertainty. Quantifying this uncertainty, regardless of i…