Application of k-Nearest Neighbour Classification Method for Intrusion Detection in Network Data

Abstract

In today's world, increasing number of networks connected to the Internet poses a great challenge on security issues. Many defensive mechanisms exist and one such higher level mechanism is network intrusion detection system. Intrusion detection system is a process of intelligently monitoring the events in an individual system or network, analysing them for signs of violation of security policy.