SwiftIDS: Real-time intrusion detection system based on LightGBM and parallel intrusion detection mechanism
Dongzi Jin, Yiqin Lu, Jiancheng Qin, Zhe Cheng, Zhongshu Mao
Topics & Concepts
Computer scienceIntrusion detection systemData miningConstant false alarm rateBenchmark (surveying)Anomaly-based intrusion detection systemData pre-processingBoosting (machine learning)Categorical variablePreprocessorArtificial intelligenceMachine learningGeodesyGeographyNetwork Security and Intrusion DetectionInternet Traffic Analysis and Secure E-votingAnomaly Detection Techniques and Applications