Position Paper: Towards a Repeated Bayesian Stackelberg Game Model for Robustness Against Adversarial Learning

In this position paper, we propose a game theoretic formulation of the adversarial learning problem called a RepeatedBayesian Stackelberg Game (RBSG) that can be used by aprediction mechanism to make itself robust against adversarial examples.