With the wide application of smart campus network,network security problems are increasingly prominent,and net-work intrusion detection has become one of the key technologies to ensure network security.In view of the limitations of traditional intrusion detection methods in dealing with complex network environments,this paper collects network intrusion summary informa-tion through the trap bastion host deployed at the entrance of the campus network,conducts data analysis,and introduces Prophet model to use its powerful time series prediction ability to achieve the monitoring and short-term prediction of smart campus net-work intrusion behavior,providing new ideas and methods for the security protection of smart campus network.
关键词
网络入侵检测/时间序列预测/智慧校园/Prophet模型
Key words
network intrusion detection/time series prediction/smart campus/Prophet model
万方数据