Cubic Polynomial Smooth Support Vector Machine Used in Intrusion Detection

Abstract

In the research of intrusion detection, we mainly focus on how to improve the accuracy of detection. Based on the introduction of support vector machine, this paper proposes a cubic polynomial smooth support vector machine model and uses it into intrusion detection. Subsequently we analyze each part of the model. Finally we conducted experiments to show that the proposed algorithm has higher accuracy than similar algorithms in Intrusion Detection.