PCA-based Hotelling's T2 chart with fast minimum covariance determinant (FMCD) estimator and kernel density estimation (KDE) for network intrusion detection
Muhammad Mashuri, Muhammad Ahsan, Muhammad Hisyam Lee, Dedy Dwi Prastyo, Wibawati Wibawati
Topics & Concepts
Constant false alarm rateComputer scienceIntrusion detection systemChartFalse alarmKernel density estimationEstimatorPrincipal component analysisAnomaly detectionControl chartCovariance matrixCovarianceData miningBenchmark (surveying)Multivariate normal distributionStatisticsAlgorithmMultivariate statisticsMathematicsArtificial intelligenceMachine learningGeographyProcess (computing)GeodesyOperating systemAnomaly Detection Techniques and ApplicationsFault Detection and Control SystemsNetwork Security and Intrusion Detection