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Sep, 2023
用于车载网络入侵检测的单类分类
One-Class Classification for Intrusion Detection on Vehicular Networks
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Jake Guidry, Fahad Sohrab, Raju Gottumukkala, Satya Katragadda, Moncef Gabbouj
TL;DR
此研究以各种最新的一类分类方法来调查在车载网络中控制区域网络总线上的注入攻击的性能,发现子空间支持向量数据描述方法在所有测试方法中表现最佳,Gmean约为85%。
Abstract
controller area network
bus systems within vehicular networks are not equipped with the tools necessary to ward off and protect themselves from modern
cyber-security threats
. Work has been done on using
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