Intrusion Detection Model for Imbalanced Dataset Using SMOTE and Random Forest Algorithm
Reem Alshamy, Mossa Ghurab, Suad Mohammed Othman, Faisal Alshami
Topics & Concepts
Random forestComputer scienceSupport vector machineAdaBoostOversamplingIntrusion detection systemArtificial intelligenceMachine learningData miningClassifier (UML)AlgorithmPattern recognition (psychology)Bandwidth (computing)Computer networkNetwork Security and Intrusion DetectionAdvanced Malware Detection TechniquesSpam and Phishing Detection