Usage of modified holt-winters method in the anomaly detection of network traffic: Case studies

Abstract

The traditional Holt-Winters method is used, among others, in behavioural analysis of network traffic for development of adaptive models for various types of traffic in sample computer networks. This paper is devoted to the application of extended versions of these models for development of predicted templates and intruder detection. © 2012 Maciej Szmit and Anna Szmit.