光通信技术2024，Vol.48Issue(2)：72-77,6.DOI:10.13921/j.cnki.issn1002-5561.2024.02.013
基于区块链的白盒化光网络故障检测
White box optical network fault detection based on blockchain
摘要
Abstract
Aiming at the problem of anomaly detection of white-box communication network equipment,a white-box optical net-work fault detection scheme based on blockchain is proposed.Firstly,a data collection oriented blockchain architecture and a da-ta collection and storage scheme based on blockchain are designed.Then,a data anomaly detection algorithm based on autoen-coder is designed.Finally,the autoencoder model is deployed to the blockchain consensus device to form a complete blockchain-based anomaly detection mechanism.The experimental results show that the proposed scheme can quickly realize the on-link storage of data collected by different devices,accurately and quickly identify the abnormal data of devices,and realize the re-al-time anomaly detection of network devices.关键词
白盒化光网络/异常检测/区块链/自编码器Key words
white box optical network/anomaly detection/blockchain/autoencoder分类
信息技术与安全科学引用本文复制引用
曾创展,蔡晨贾农,姚耀,刘伟,杨辉..基于区块链的白盒化光网络故障检测[J].光通信技术,2024,48(2):72-77,6.基金项目
国家自然科学基金面上项目(62271075)资助. （62271075）
