Dealing with Imbalanced Data in Multi-class Network Intrusion Detection Systems Using XGBoost
Malik AL-Essa, Annalisa Appice
Topics & Concepts
OversamplingIntrusion detection systemComputer scienceBenchmark (surveying)Feature selectionClass (philosophy)Machine learningArtificial intelligenceData miningRelevance (law)Network securityFeature (linguistics)Intrusion prevention systemIntrusionComputer securityComputer networkGeographyPolitical scienceBandwidth (computing)GeologyPhilosophyLinguisticsGeodesyLawGeochemistryNetwork Security and Intrusion DetectionInternet Traffic Analysis and Secure E-votingAnomaly Detection Techniques and Applications