LUFT-CAN: A lightweight unsupervised learning based intrusion detection system with frequency-time analysis for vehicular CAN bus
Yu Xin, Xiaohang Wang, Lu Li, Shuguo Zhuo, Yingtao Jiang, Amit Kumar Singh, Kui Ren, Mei Yang, Kaiwei Wu
Topics & Concepts
Computer scienceBenchmark (surveying)Intrusion detection systemUnsupervised learningInferenceArtificial intelligenceMachine learningArtificial neural networkMicrocontrollerController (irrigation)Deep learningTransmission (telecommunications)Domain (mathematical analysis)Protocol (science)CAN busSupervised learningReal-time computingData miningEmbedded systemData transmissionPattern recognition (psychology)Ground truthFeature learningDeep neural networksArchitectureIntrusionVehicular Ad Hoc Networks (VANETs)Network Security and Intrusion DetectionVideo Surveillance and Tracking Methods