CEC Faculty Articles

Title

Distributed Detection of Attacks in Mobile Ad-Hoc Networks Using Learning Vector Quantization

Event Date/Location

Gold Coast, Australia / 2009

Document Type

Article

Date

11-2009

Publication Title

2009 Third International Conference on Network and System Security

ISSN or ISBN

978-1-4244-5087-9

First Page

571

Last Page

574

Description

This paper describes the latest results of a research program that is designed to enhance the security of wireless mobile ad hoc networks (MANET) by developing a distributed intrusion detection capability. The current approach uses learning vector quantization neural networks that have the ability to identify patterns of network attacks in a distributed manner. This capability enables this approach to demonstrate a distributed analysis functionality that facilitates the detection of complex attacks against MANETs. The results of the evaluation of the approach and a discussion of additional areas of research is presented.

DOI

10.1109/NSS.2009.99

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