Catastrophe model construction and verification for network anomaly detection
Jianren Lin, Xiaolong Yang, Keping Long, Yunfeng Peng · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2008
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.