Abstract
This paper proposes a high-order terminal sliding-mode observer used for the anomaly detection in TCP/IP networks. It can track the fluid-flow model representing the TCP/IP behaviors in a router level. A smooth control signal of the observer can be generated based on the high-order sliding-mode technique for estimation of the queue length dynamics in the router. The distributed anomaly in the TCP/IP network incurred by an abnormal behavior can be detected using the smooth control signal. The proposed scheme requires only the average queue length in a router for anomaly detection. The simulations are presented to verify the effectiveness of the proposed method.
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Feng, Y., Han, F., Yu, X., Tari, Z., Li, L., Hu, J. (2012). High-Order Terminal Sliding-Mode Observers for Anomaly Detection. In: Huang, DS., Jiang, C., Bevilacqua, V., Figueroa, J.C. (eds) Intelligent Computing Technology. ICIC 2012. Lecture Notes in Computer Science, vol 7389. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-31588-6_64
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DOI: https://doi.org/10.1007/978-3-642-31588-6_64
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