Evaluations of the effectiveness of anomaly based intrusion detection systems based on an adaptive knn algorithm

Abstract

The aim of the present paper is to present some evaluations of the effectiveness of IDS based on the k-Nearest Neighbor algorithm with Jaro and Jaro-Wincler distances, applied as metrics. The evaluation of the represented simulation results indicates the proposed methodology produces reliable and steady results.