A fast network intrusion detection system using adaptive synthetic oversampling and LightGBM
Jingmei Liu, Yuanbo Gao, Fengjie Hu
Topics & Concepts
OversamplingComputer scienceIntrusion detection systemPreprocessorData miningData pre-processingFalse positive rateArtificial intelligenceArtificial neural networkMachine learningPattern recognition (psychology)Computer networkBandwidth (computing)Network Security and Intrusion DetectionAnomaly Detection Techniques and ApplicationsInternet Traffic Analysis and Secure E-voting