通信学报2024，Vol.45Issue(8)：221-237,17.DOI:10.11959/j.issn.1000-436x.2024145
工业互联网流量分析技术综述
Survey of industrial Internet traffic analysis technology
摘要
Abstract
To gain an in-depth awareness of the application of traffic analysis technology in the industrial Internet,the dif-ferences between the industrial Internet and the traditional Internet through the five core traffic analysis processes were il-lustrated.By reviewing a large number of related papers,the application of six popular were summarized in the industrial Internet,such as traffic prediction,protocol identification and reverse engineering,industrial asset fingerprinting,intru-sion detection,encrypted traffic identification and vulnerability mining.Depending on the nature of the task,traffic analysis technology was classified into two types of applications,such as service quality enhancement and security capa-bility development,allowing to thoroughly explore the application scenarios of traffic analysis technology in the indus-trial Internet.Finally,the challenges associated with future traffic analysis applications in the industrial Internet were ex-amined,as well as potential development possibilities.关键词
工业互联网/工业控制系统/流量分析/机器学习Key words
industrial Internet/industrial control system/traffic analysis/machine learning分类
信息技术与安全科学引用本文复制引用
刘奇旭,肖聚鑫,谭耀康,王承淳,黄昊,张方娇,尹捷,刘玉岭..工业互联网流量分析技术综述[J].通信学报,2024,45(8):221-237,17.基金项目
中国科学院青年创新促进会基金资助项目 （）
国家电网有限公司科技基金资助项目(No.SG270000YXJS2311060) （No.SG270000YXJS2311060）
中国科学院网络测评技术重点实验室和网络安全防护技术北京市重点实验室基金资助项目 The Youth Innovation Promotion Association CAS,State Grid Corporation of China Technology Project(No.SG270000YXJS2311060),The Key Laboratory of Network Assessment Technology at Chinese Academy of Sciences and Bei-jing Key Laboratory of Network security and Protection Technology （No.SG270000YXJS2311060）
