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Protection of an intrusion detection engine with watermarking in ad hoc networks

Mitrokotsa, A., Komninos, N. and Douligeris, C. (2010). Protection of an intrusion detection engine with watermarking in ad hoc networks. International Journal of Network Security, 10, pp. 93-106.

Abstract

Mobile ad hoc networks have received great attention in recent years, mainly due to the evolution of wireless networking and mobile computing hardware. Nevertheless, many inherent vulnerabilities exist in mobile ad hoc networks and their applications that affect the security of wireless transactions. As intrusion prevention mechanisms, such as encryption and authentication, are not sufficient we need a second line of defense, Intrusion Detection. In this pa-per we present an intrusion detection engine based on neural networks and a protection method based on watermarking techniques. In particular, we exploit information visualization and machine learning techniques in order to achieve intrusion detection and we authenticate the maps produced by the application of the intelligent techniques using a novel combined watermarking embedding method. The performance of the proposed model is evaluated under different traffic conditions, mobility patterns and visualization metrics.

Publication Type: Article
Publisher Keywords: Intrusion detection, neural networks, mobile ad hoc networks, watermarking
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/2513
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