Imbalanced data classification: A KNN and generative adversarial networks-based hybrid approach for intrusion detection
Hongwei Ding, Leiyang Chen, Liang Dong, Zhongwang Fu, Xiaohui Cui
Topics & Concepts
Computer scienceOversamplingUndersamplingData miningIntrusion detection systemClassifier (UML)Artificial intelligenceAttack modelMachine learningOverfittingDecision boundaryPattern recognition (psychology)Artificial neural networkBandwidth (computing)Computer securityComputer networkNetwork Security and Intrusion DetectionInternet Traffic Analysis and Secure E-votingAnomaly Detection Techniques and Applications