摘要
链路数据安全保护是通信网络防御机制中重要组成部分,采用计算机技术对链路数据进行保护,保证链路数据的完整性和安全性,但目前通信网络攻击和入侵种类较多,频次较高,链路数据安全保护具有较高的难度,现实中保护效果并不理想,丢包率和误码率均比较高,无法达到预期的保护效果,为此提出基于知识图谱的通信网络链路数据安全保护方法。采用网络爬虫对通信网络数据获取,并利用Bloom-Filter算法对数据进行过滤,通过关系筛选和抽取,建立链路数据安全知识图谱,利用知识图谱识别通信网络攻击与入侵行为,通过对攻击与入侵拦截,实现基于知识图谱的通信网络链路数据安全保护。经实验证明,设计方法应用下通信网络链路丢包率和误码率均在1%以下,在通信网络链路数据安全保护方面具有良好的应用前景。
link data security protection is an important part of the communication network de-fense mechanism,using computer tcchnology to protcct the link data,ensure the integrity and sc-curity of the data of link,but the communication network attack and invasion is more kinds,high frequcncy,link data sccurity protection has high difficulty,rcality protcction effect is not ideal,packet loss rate and crror rate are high,cannot achieve the desired protection effect,therce-fore proposed the communication network link data security protection method based on knowl-edge graph.Using network crawler to communication network data acquisition,and use the Bloom-Filter algorithm for data filtering,through the relationship screening and extraction,es-tablish link data security knowledge map,using knowledge map recognition communication net-work attack and intrusion behavior,through the attack and invasion intercept,realize the com-munication network link data sccurity protection based on knowledge map.The experiment has proved that the packet loss rate and bit error rate of communication network link are below 1%,which has a good application prospect in the data security protection of communication net-work link.
作者
赵雪琴
ZHAO Xueqin(Zhengzhou Sias University School Of Electronics And Infomation Engineering,Henan Xinzheng 451150,China)
出处
《长江信息通信》
2024年第10期66-68,共3页
Changjiang Information & Communications
基金
郑州西亚斯学院校级科研项目:基于Seq2Seq的高校校园智能客服系统的研究与设计:2023-D034
2023年度河南省高等学校重点科研项目:基于深度迁移学习和知识蒸馏的网络恶意流量识别方法研究:23B520018。
作者简介
赵雪琴(1972-),女,河南省郑州市人,硕士,副教授,研究方向:数据库及数据处理。
