计算机应用研究Issue(1)：7-11,5.DOI:10.3969/j.issn.1001-3695.2016.01.002
单类支持向量机在工业控制系统入侵检测中的应用研究综述
Overview of one-class support vector machine in intrusion detection of industrial control system
摘要
Abstract
Anomaly detection based on communication behavior is a difficult problem in intrusion detection of industrial con-trol systems.This paper described the research status of intrusion detection technology of industrial control system,summarized the existing problems on the basis of the existing studies,and pointed out the superiority of one-class support vector machine (OCSVM)algorithm in intrusion detection of industrial control systems.This paper introduced principle and the existing work of OCSVMin intrusion detection of industrial control systems combined features of proprietary protocols of industrial control systems.In the end,it refered to problems and development direction of one-class support vector machine in intrusion detec-tion of industrial control systems.关键词
工业控制系统/入侵检测/单类支持向量机/通信协议Key words
industrial control systems/intrusion detection/one-class SVM/communication protocol分类
信息技术与安全科学引用本文复制引用
李琳,尚文利,姚俊,赵剑明,曾鹏..单类支持向量机在工业控制系统入侵检测中的应用研究综述[J].计算机应用研究,2016,(1):7-11,5.基金项目
国家“863”计划资助项目 （）
