Evaluating the impact of filter-based feature selection in intrusion detection systems
Houssam Zouhri, Ali Idri, Ahmed Ratnani
Topics & Concepts
Random forestComputer scienceFeature selectionOverfittingIntrusion detection systemArtificial intelligenceUnivariatePattern recognition (psychology)Support vector machineData miningSelection (genetic algorithm)False positive rateCurse of dimensionalityMutual informationMultilayer perceptronMultivariate statisticsMachine learningArtificial neural networkNetwork Security and Intrusion DetectionAnomaly Detection Techniques and ApplicationsAdvanced Malware Detection Techniques