Usage of Modified Holt-Winters Method in the Anomaly Detection of Network Traffic: Case Studies-Reference-Cited by-同舟云学术

Usage of Modified Holt-Winters Method in the Anomaly Detection of Network Traffic: Case Studies

Published:2012 Issue: Volume:2012 Page:1-5
ISSN:2090-7141
Container-title:Journal of Computer Networks and Communications
language:en
Short-container-title:Journal of Computer Networks and Communications

Author:

Szmit Maciej¹²^ORCID,Szmit Anna³

Affiliation:

1. Computer Engineering Department, Technical University of Lodz, 18/22 Stefanowskiego Street, 90-924 Lodz, Poland

2. Corporate IT Security Agency, Orange Labs Poland, 7 Obrzezna Street, 02-691 Warsaw, Poland

3. Department of Management, Technical University of Lodz, 266 Piotrkowska Street, 90-924 Lodz, Poland

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.

Publisher

Hindawi Limited

Subject

Computer Networks and Communications,Information Systems

Link

http://downloads.hindawi.com/journals/jcnc/2012/192913.pdf

Reference19 articles.

1. An Experimental Study of Hierarchical Intrusion Detection for Wireless Industrial Sensor Networks

2. Network anomaly detection through nonlinear analysis

3. Use of Holt-Winters Method in the Analysis of Network Traffic: Case Study

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