A survey of game theoretic approach for adversarial machine learning

Yan Zhou, Murat Kantarcioglu, Bowei Xi

Abstract: The dashed line is the decision boundary of a standard support vector machine (SVM) and the solid line is the decision boundary of a conservative SVM. The majority of the malicious instances evade de...