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An empirical study of pattern leakage impact during data preprocessing on machine learning-based intrusion detection models reliability

Mohamed Aly Bouke, Azizol Abdullah

2023Expert Systems with Applications67 citationsDOI

Topics & Concepts

Computer scienceOverfittingData pre-processingIntrusion detection systemArtificial intelligenceMachine learningData miningPreprocessorSupport vector machineLeakage (economics)Random forestDecision treeGradient boostingBoosting (machine learning)Artificial neural networkMacroeconomicsEconomicsNetwork Security and Intrusion DetectionAdvanced Malware Detection TechniquesAnomaly Detection Techniques and Applications
An empirical study of pattern leakage impact during data preprocessing on machine learning-based intrusion detection models reliability | Litcius