Abstract
In this paper we introduce the detection details and experimental results of our proposed Service-oriented and User-centric Intrusion Detection System (SUIDS). SUIDS is designed for ubiquitous computing environments like a smart home/office. It adopts a novel auditing mechanism and flexible system architecture to meet the special requirements of ubiquitous networks. Specifically, the paper shows how a string-based method is used in a user profile to represent the user’s short-term behavior in due course; and how an appropriate string length and threshold value are determined in order to balance the system’s false alarm rate and detection effectiveness. As a result, SUIDS achieve real-time intrusion detection in ubiquitous networks with a lightweight and adaptable detection model.
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Zhou, B., Shi, Q., Merabti, M. (2006). Real-Time Intrusion Detection in Ubiquitous Networks with a String-Based Approach. In: Gavrilova, M.L., et al. Computational Science and Its Applications - ICCSA 2006. ICCSA 2006. Lecture Notes in Computer Science, vol 3983. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11751632_38
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DOI: https://doi.org/10.1007/11751632_38
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-34077-5
Online ISBN: 978-3-540-34078-2
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