Scalable Optimal Classifiers for Adversarial Settings under Uncertainty

Patrick Loiseau, Benjamin Roussillon

We consider the problem of finding optimal classifiers in an adversarial setting where the class-1 data is generated by an attacker whose objective is not known to the defender --…