云计算下海上通信网络异类入侵数据实时检测系统设计

Design of real-time detection system for heterogeneous intrusion data in marine communication network under cloud computing

为解决目前广泛使用的通信网络异类入侵数据实时检测系统应用船舶海上通信监测时,存在检测精度较低的不足,提出了云计算下海上通信网络异类入侵数据实时检测系统设计。基于系统架构设计,以及异常数据采集与检测模块设计,实现实时监测系统的硬件设计,依托软件设计,完成了提出的云计算下海上通信网络异类入侵数据实时检测系统设计。试验数据表明,在海上通信环境下,提出的入侵检测系统较目前广泛采用的入侵检测系统检测精度提高37.73%,适合于船舶海上通信网络异类入侵数据实时检测。

In order to solve the problem of low detection accuracy when the widely used real-time detection system of heterogeneous intrusion data in communication network is applied to marine communication monitoring,the design of realtime detection system of heterogeneous intrusion data in maritime communication network under cloud computing is proposed.Based on the system architecture design and the design of anomaly data acquisition and detection module,the hardware design of real-time monitoring system is realized.Relying on software design,the real-time detection system of heterogeneous intrusion data in maritime communication network under cloud computing is designed.The experimental data show that the detection accuracy of the proposed intrusion detection system is 37.73%higher than that of the widely used intrusion detection system,which is suitable for real-time detection of heterogeneous intrusion data in marine communication network.