Ajou University repository

Route cache based SVM classifier for intrusion detection of control packet attacks in mobile ad-hoc networks
Citations

SCOPUS

0

Citation Export

Publication Year
2019-05-17
Journal
International Conference on Information Networking
Publisher
IEEE Computer Society
Citation
International Conference on Information Networking, Vol.2019-January, pp.31-36
Keyword
IDSMANETRoute cacheSVM
Mesh Keyword
Clustered manetClustered networksDetection systemIntrusion Detection SystemsMANETMobile adhoc network (MANETs)Route cachesSupport vector machine classifiers
All Science Classification Codes (ASJC)
Computer Networks and CommunicationsInformation Systems
Abstract
For the security of mobile ad-hoc networks (MANETs), a group of wireless mobile nodes needs to cooperate by forwarding packets, to implement an intrusion detection system (IDS). Some of the current IDS implementations in a clustered MANET have designed mobile nodes to wait until the cluster head is elected before scanning the network and thus nodes may be, unfortunately, exposed to several control packet attacks by which nodes identify falsified routes to reach other nodes. In order to detect control packet attacks such as route falsification, we design a route cache sharing mechanism for a non-clustered network where all one-hop routing data are collected by each node for a cooperative host-based detection. The cooperative host-based detection system uses a Support Vector Machine classifier and achieves a detection rate of around 95%. By successfully detecting the route falsification attacks, nodes are given the capability to avoid other attacks such as black-hole and gray-hole, which are in many cases a result of a successful route falsification attack.
ISSN
1976-7684
Language
eng
URI
https://aurora.ajou.ac.kr/handle/2018.oak/36443
https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85066754686&origin=inward
DOI
https://doi.org/10.1109/icoin.2019.8718169
Journal URL
http://www.icoin.org/
Type
Conference
Show full item record

Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.

Related Researcher

Choi, Youngjune Image
Choi, Youngjune최영준
Department of Software and Computer Engineering
Read More

Total Views & Downloads

File Download

  • There are no files associated with this item.