基于边缘计算的光通信网络安全风险等级评估方法
Edge computing based evaluation method of optical communication network security risk level
杜玉红 1侯守明2
作者信息
- 1. 河南理工大学鹤壁工程技术学院,河南鹤壁 458030
- 2. 河南理工大学,河南焦作 454003
- 折叠
摘要
以提升光通信网络安全性为目的,提出基于边缘计算的光通信网络安全风险等级评估方法.首先构建光通信网络安全风险评估指标,并利用各边缘计算节点计算各终端指标数据.以各评估指标数据计算结果为基础,在云中心计算层内构建模糊综合评估模型,以模糊数学理论内的隶属度为基础,实现光通信网络安全风险多层次模糊评估.实验结果表明,该方法的光通信网络安全风险等级评估精度最高为97％,评估误差率最低为3％,该方法能够有效实现评估过程,基于评估结果进行网络优化能够提升光通信网络安全性能.
Abstract
For the purpose of improving the security of optical communication network,a method for evaluating the security risk level of optical communication network based on edge computing is proposed.Firstly,the security risk as-sessment index of optical communication network is constructed,and the index data of each terminal is calculated using each edge computing node.Based on the calculation results of various evaluation index data,a fuzzy comprehensive e-valuation model is constructed within the cloud center computing layer.Based on the membership degree in fuzzy mathematics theory,multi-level fuzzy evaluation of optical communication network security risks is achieved.The ex-perimental results show that the highest accuracy of the optical communication network security risk level evaluation u-sing this method is 97％,and the lowest error rate is 3％.This method can effectively implement the evaluation process,and network optimization based on the evaluation results can improve the security performance of the optical communication network.
关键词
边缘计算/光通信网络/安全风险等级/指标体系/模糊综合评估/评估集Key words
edge computing/optical communication network/safety risk level/indicator system/fuzzy compre-hensive evaluation/evaluation set引用本文复制引用
基金项目
河南省高等学校重点科研项目(教科技[2021]383号)
河南省高等学校重点科研项目(22B520018)
校重点课题(2022-KJZD-006)
出版年
2024
NETL
NSTL
万方数据