Supervised Intrusions Detection System Using KNN

Abstract

This paper is on implementations of intrusion detection system using Knn algorithm using R language. The dataset used is the KDDcup 1999 a well know bench mark for IDS. The machine learning algorithm K nearest neighbor(Knn) is use for the detection and classification for the known attacks. The experimental results are obtained using R programming language.