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LIDF: Layered intrusion detection framework for ad-hoc networks

Komninos, N. and Douligeris, C. (2009). LIDF: Layered intrusion detection framework for ad-hoc networks. Ad Hoc Networks, 7(1), pp. 171-182. doi: 10.1016/j.adhoc.2008.01.001

Abstract

As ad-hoc networks have different characteristics from a wired network, the intrusion detection techniques used for wired networks are no longer sufficient and effective when adapted directly to a wireless ad-hoc network. In this article, first τhe security challenges in intrusion detection for ad-hoc networks are identified and the related work for anomaly detection is discussed. We then propose a layered intrusion detection framework, which consists of collection, detection and alert modules that are handled by local agents. The collection, detection and alert modules are uniquely enabled with the main operations of ad-hoc networking, which are found at the OSI link and network layers. The proposed modules are based on interpolating polynomials and linear threshold schemes. An experimental evaluation of these modules shows their efficiency for several attack scenarios, such as route logic compromise, traffic patterns distortion and denial of service attacks.

Publication Type: Article
Publisher Keywords: ad-hoc networks, collection, detection and alert modules, framework
Subjects: Q Science > QA Mathematics > QA76 Computer software
Departments: School of Mathematics, Computer Science & Engineering > Computer Science > Software Reliability
URI: http://openaccess.city.ac.uk/id/eprint/2507
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