The Application of Multi-Class Support Vector Machines on Intrusion Detection System with the Feature Selection using Information Gain
Jihan Maharani, Zuherman Rustam · 2018
Nowadays, the intrusions often occur in a network system.One of ways that Intrusions can be prevented or detected is by using Intrusion Detection System.Therefore, IDS (Intrusion Detection System) is indispensable to detect intrusions in a network.In this paper, we will discuss the classification of IDS's data using Multi-class SVM with Information Gain Feature Selection and for the data used KDD Cup Dataset.As a result, we will discuss the accuracy of SVM combined with information gain feature selection.