多信道舰船无线移动通信网络混合入侵数据挖掘方法  

A hybrid intrusion data mining method for multichannel ship wireless mobile communication networks

作　　者：范玲楠 FAN Ling-nan(Liaoning Police College,Dalian 116036,China)

机构地区：[1]辽宁警察学院,辽宁大连116036

出　　处：《舰船科学技术》2021年第14期166-168,共3页Ship Science and Technology

基　　金：辽宁省教育厅项目(JYT2019LF05)

摘　　要：为提高混合入侵数据挖掘量,提出多信道舰船无线移动通信网络混合入侵数据挖掘方法。设计混合入侵数据检测流程,检测网络混合入侵数据;比较正常数据特征与混合入侵数据特征,计算2个数据集关系,提取的混合入侵数据特征;计算混合入侵数据特征数据邻域距离、可达距离和可达密度,设计混合入侵数据挖掘流程,挖掘多信道舰船无线移动通信网络混合入侵数据,设计混合入侵数据攻击类型。实验结果表明,本文方法的挖掘混合入侵数据量高于对比方法,挖掘混合入侵数据用时更少,具有较优的混合入侵数据挖掘效果。In order to improve the amount of hybrid intrusion data mining,a hybrid intrusion data mining method for multi-channel ship wireless mobile communication network is proposed.Design hybrid intrusion data detection process to detect network hybrid intrusion data;Compare the normal data features with the mixed intrusion data features,calculate the relationship between the two data sets,and extract the mixed intrusion data features;Calculate the neighborhood distance,reachable distance and reachable density of the characteristic data of mixed intrusion data,design the process of mixed intrusion data mining,mine the mixed intrusion data of multi-channel ship wireless mobile communication network,and design the attack type of mixed intrusion data.Experimental results:the amount of mixed intrusion data mining in this method is higher than that of the contrast method,and the mining time of mixed intrusion data is less,which has better effect of mixed intrusion data mining.

关 键 词：多信道 无线移动 通信网络 混合入侵 数据挖掘 

分 类 号：TN918.1[电子电信—通信与信息系统]