Optimizing feature selection in intrusion detection systems: Pareto dominance set approaches with mutual information and linear correlation
Guilherme Nunes Nasseh Barbosa, Martin Andreoni Lopez, Diogo M. F. Mattos
Topics & Concepts
Mutual informationFeature selectionCorrelationPareto principleIntrusion detection systemComputer scienceDominance (genetics)Linear correlationFeature (linguistics)Data miningArtificial intelligencePattern recognition (psychology)MathematicsStatisticsBiologyGeneticsGeneLinguisticsPhilosophyGeometryNetwork Security and Intrusion DetectionArtificial Immune Systems ApplicationsAnomaly Detection Techniques and Applications