Catastrophe model construction and verification for network anomaly detection

Jianren Lin; Xiaolong Yang; Keping Long; Yunfeng Peng

doi:10.1117/12.804305

19 November 2008 Catastrophe model construction and verification for network anomaly detection

Jianren Lin, Xiaolong Yang, Keping Long, Yunfeng Peng

Proceedings Volume 7137, Network Architectures, Management, and Applications VI; 71371Q (2008) https://doi.org/10.1117/12.804305
Event: Asia-Pacific Optical Communications, 2008, Hangzhou, China

Abstract

This paper proposes a network anomaly detection method based on catastrophe theory. The network anomaly detection model based on catastrophe theory is constructed by utilizing the catastrophe characters of the cusp catastrophe model in catastrophe theory and analyzing the properties of network data included normal and abnormal data. The simulation demonstrated that with the anomaly detection algorithm, this model could detect the network anomaly not only timely, but also detect precisely.

Citation Download Citation

Jianren Lin, Xiaolong Yang, Keping Long, and Yunfeng Peng "Catastrophe model construction and verification for network anomaly detection", Proc. SPIE 7137, Network Architectures, Management, and Applications VI, 71371Q (19 November 2008); https://doi.org/10.1117/12.804305

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