Theoretical Foundations of Adversarial Binary Detection

Addresses several variants of a general adversarial binary detection problem, depending on the knowledge available to the Defender and the Attacker of the statistical characterization of a system. The authors lead the reader through the considerations and solutions under two hypotheses, using a framework that can be adopted in many applications.