Catastrophe Model Construction and Verification for Network Anomaly Detection

摘要：

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.

关键词： Network anomaly anomaly detection catastrophe theory cusp catastrophe model detection rate

作者: Jianren Lin Xiaolong Yang Keping Long Yunfeng Peng

作者单位: Research Centre for Optical Internet and Mobile Information Network,University of Electronic Sci.& Tech.of China,Chengdu 610054,China.Key Lab of Broadband Optical Fibre Transmission and Communication Network of Ministry ofEducation,Chengdu 610054, C

会议类型: 国际会议

会议名称: 2008亚太光通信会议(Asia-Pacific Optical Communications 2008)

会议地点: 杭州

会议语种:英文

在线出版日期: 2008-10-26（万方平台首次上网日期，不代表论文的发表时间）