Abstract
This paper proposes a chattering-free terminal sliding-mode observer used for the network behavior anomaly detection in TCP/IP networks. The proposed observer can track the fluid-flow model representing the TCP/IP behaviors in a router level. Unlike traditional sliding-mode observers, the proposed observer behaves as a full-order dynamics during the sliding-mode motion. The smooth control signal of the observer can be directly utilized to estimate the queue length dynamics representing a distributed anomaly in the TCP/IP network. The simulations are carried out to verify the effectiveness of the proposed method.
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Feng, Y., Wang, B., Han, F., Yu, X., Tari, Z. (2012). Chattering-Free Terminal Sliding-Mode Observer for Anomaly Detection. In: Xiang, Y., Lopez, J., Kuo, CC.J., Zhou, W. (eds) Cyberspace Safety and Security. CSS 2012. Lecture Notes in Computer Science, vol 7672. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-35362-8_6
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DOI: https://doi.org/10.1007/978-3-642-35362-8_6
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-35361-1
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