An Automata Based Intrusion Detection Method for Internet of Things

Thumbnail Image

Access rights

openAccess
Copyright © 2017 Yulong Fu et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
publishedVersion

URL

Journal Title

Journal ISSN

Volume Title

A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
This publication is imported from Aalto University research portal.
View publication in the Research portal (opens in new window)
View/Open full text file from the Research portal (opens in new window)
Other link related to publication (opens in new window)

Authors

Date

2017

Department

Department of Communications and Networking

Major/Subject

Mcode

Degree programme

Language

en

Pages

13

Series

Mobile Information Systems, Volume 2017

Abstract

Internet of Things (IoT) transforms network communication to Machine-to-Machine (M2M) basis and provides open access and new services to citizens and companies. It extends the border of Internet and will be developed as one part of the future 5G networks. However, as the resources of IoT's front devices are constrained, many security mechanisms are hard to be implemented to protect the IoT networks. Intrusion detection system (IDS) is an efficient technique that can be used to detect the attackers when cryptography is broken, and it can be used to enforce the security of IoT networks. In this article, we analyzed the intrusion detection requirements of IoT networks and then proposed a uniform intrusion detection method for the vast heterogeneous IoT networks based on an automata model. The proposed method can detect and report the possible IoT attacks with three types: Jam-attack, false-attack, and reply-attack automatically. We also design an experiment to verify the proposed IDS method and examine the attack of RADIUS application.

Description

Keywords

Other note

DOI

10.1155/2017/1750637

Citation

Fu, Y, Yan, Z, Cao, J, Koné, O & Cao, X 2017, 'An Automata Based Intrusion Detection Method for Internet of Things', Mobile Information Systems, vol. 2017, 1750637. https://doi.org/10.1155/2017/1750637

Permanent link to this item

https://urn.fi/URN:NBN:fi:aalto-201706205720

Collections

[article-cris] Sähkötekniikan korkeakoulu / ELEC