Litcius/Paper detail

Fusion of linear and non-linear dimensionality reduction techniques for feature reduction in LSTM-based Intrusion Detection System

Ankit Thakkar, Nandish Kikani, Rebakah Geddam

2024Applied Soft Computing55 citationsDOI

Topics & Concepts

Computer scienceDimensionality reductionIntrusion detection systemAutoencoderArtificial intelligencePrincipal component analysisReduction (mathematics)Data miningMachine learningWilcoxon signed-rank testPattern recognition (psychology)Feature (linguistics)Rank (graph theory)Curse of dimensionalityArtificial neural networkGeometryPedagogyPsychologyCombinatoricsMathematicsPhilosophyLinguisticsCurriculumNetwork Security and Intrusion DetectionAnomaly Detection Techniques and ApplicationsInternet Traffic Analysis and Secure E-voting