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STG2P: A two-stage pipeline model for intrusion detection based on improved LightGBM and K-means

Zhiqiang Zhang, Le Wang, Guangyao Chen, Zhaoquan Gu, Zhihong Tian, Xiaojiang Du, Mohsen Guizani

2022Simulation Modelling Practice and Theory33 citationsDOI

Topics & Concepts

Computer sciencePipeline (software)Intrusion detection systemData miningArtificial intelligenceMachine learningArtificial neural networkProgramming languageNetwork Security and Intrusion DetectionAnomaly Detection Techniques and ApplicationsAdvanced Malware Detection Techniques
STG2P: A two-stage pipeline model for intrusion detection based on improved LightGBM and K-means | Litcius