Anomaly Pattern Mining in Communication Data and Its Application in Network Security
This research is devoted to the application of abnormal pattern mining technology in communication data.In this paper,a comprehensive abnormal pattern mining system is designed,and the normal distribution is selected as the probability model,and the realization of data acquisition,preprocessing and abnormal pattern detection algorithms is introduced in detail.In the aspect of network security,the key application scenarios such as real-time monitoring and defense,behavior analysis,traffic analysis and tracking unusual activities are emphasized.This paper provides strong support for the application of abnormal pattern mining technology in the field of network security,and has positive promotion significance.
communication dataanomaly pattern miningnetwork securitynormal distribution probability model
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