An Improved Intrusion Detection System Based on KNN Hyperparameter Tuning and Cross-Validation
Raniyah Wazirali
Topics & Concepts
HyperparameterIntrusion detection systemComputer scienceConstant false alarm rateData miningMachine learningRobustness (evolution)k-nearest neighbors algorithmArtificial intelligenceMetric (unit)False positive rateCross-validationPattern recognition (psychology)EngineeringOperations managementChemistryGeneBiochemistryNetwork Security and Intrusion DetectionAnomaly Detection Techniques and ApplicationsAdvanced Malware Detection Techniques