学术论文DOl:10.12379/j.issn.2096-1057.2024.04.10ResearchPapers基于数据挖掘的等级保护测评数据再利用模型研究赵佳璐李格菲葛晓1朱磊韦宇星”严毅恒4阿依登·塔布斯1（国家信息中心北京100045)²（广西警察学院南宁530028)3（广西壮族自治区信息中心南宁4（上海市公安局网络安全保卫总队5（新疆维吾尔自治区公安厅网络安全保卫总队乌鲁木齐(zhaojialu@sic.gov.cn)ResearchonDataReuseModelofClassifiedProtectionofCybersecurityBasedonDataMining530201)上海200040)830099)ZhaoJialu',LiGefei',GeXiaonan',ZhuLei?,WeiYuxing",YanYiheng',andAyidengTabusis'(StateInformationCenter,Beijing100045)2(GuangriPoliceCollege,Nanming530028)3(InformationCenterofGuangriZhuangAutonomousRegion,Nanning530201)4(NetworkSecurityCorpsofShanghaiMunicipalPublicSecurityBureau,Shanghai200040)5(NetveorkSecurityCorpsofXinjiangUygurAutonomousRegionPublicSecurityDepartment,Urumqi830099)AbstractAddressingtheunderutilizationoftheevaluationdatainclassifiedcybersecurityprotection,thispaperpresentsamodelforreusingtheevaluationdataofclassifiedprotectionofcybersecurity,comprisingthreedimensions:dataclassification,datareuseprocessandtypicalapplicationscenarios.Firstly,thedataisclassifiedaccordingtotheapplicationscenarios,andbasicdataisstatisticallyanalyzedtodrawconclusionsfromvariousperspectives.Secondly,utilizingthebasicevaluationdataandinitialanalysisconclusionsasinput,adatareusemodelbasedondataminingisconstructedtomeetthediverseneedsofdifferentstakeholders.Thismodelprovidesfunctionssuchascorrelationanalysis,classificationanalysisandclusteranalysis,enablingadeeperexplorationoftheinformationbehindthedata.Thisapproachfacilitatesthesafeandeffectiveutilizationofdatabyrelevantstakeholders,leveragingdataasastrongsupporttoplayamorepositiveroleinbuildinganetworksecuritysystem.Keywordsdatasecurity;classifiedprotectionofcybersecurity;datamining;dataclassification;clusteranalysis收稿日期：2023-06-21基金项目：国家信息中心2023年度青年人才基础研究项目（2023-04)通信作者：李格菲(gefeil@sic.gov.cn)引用格式：赵佳璐，李格菲，葛晓因，等。基于数据挖掘的等...
