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基于知识图谱的通信网络链路数据安全保护方法

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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.
Data Security Protection Method of Communication Network Link Based on Knowledge Graph
link data security protection is an important part of the communication network de-fense mechanism,using computer technology to protect the link data,ensure the integrity and se-curity of the data of link,but the communication network attack and invasion is more kinds,high frequency,link data security protection has high difficulty,reality protection effect is not ideal,packet loss rate and error rate are high,cannot achieve the desired protection effect,there-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 security 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.

knowledge graphcommunication networklink datasecurity protectionweb crawlerBloom-Filter algorithm

赵雪琴

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郑州西亚斯学院电子信息工程学院,河南新政 451150

知识图谱 通信网络 链路数据 安全保护 网络爬虫 Bloom-Filter算法

2024

长江信息通信
湖北通信服务公司

长江信息通信

影响因子:0.338
ISSN:2096-9759
年,卷(期):2024.37(10)