Enhanced Intrusion Detection with Data Stream Classification and Concept Drift Guided by the Incremental Learning Genetic Programming Combiner.

Shyaa, Methaq A; Zainol, Zurinahni; Abdullah, Rosni; Anbar, Mohammed; Alzubaidi, Laith; Santamaría, José

Shyaa, Methaq A; Zainol, Zurinahni; Abdullah, Rosni; Anbar, Mohammed; Alzubaidi, Laith; Santamaría, José.

Afiliación

Shyaa MA; School of Computer Sciences, Universiti Sains Malaysia, USM, Gelugor 11800, Pulau Penang, Malaysia.
Zainol Z; School of Computer Sciences, Universiti Sains Malaysia, USM, Gelugor 11800, Pulau Penang, Malaysia.
Abdullah R; School of Computer Sciences, Universiti Sains Malaysia, USM, Gelugor 11800, Pulau Penang, Malaysia.
Anbar M; National Advanced IPv6 Centre (NAv6), Universiti Sains Malaysia, USM, Gelugor 11800, Pulau Penang, Malaysia.
Alzubaidi L; School of Mechanical, Medical, and Process Engineering, Queensland University of Technology, Brisbane, QLD 4000, Australia.
Santamaría J; Centre for Data Science, Queensland University of Technology, Brisbane, QLD 4000, Australia.

Sensors (Basel) ; 23(7)2023 Apr 04.

Article en En | MEDLINE | ID: mdl-37050795

Palabras clave

concept drift; genetic programming combiner; incremental learning; intrusion detection; stream data classification; transfer learning

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Tipo de estudio: Diagnostic_studies Idioma: En Revista: Sensors (Basel) Año: 2023 Tipo del documento: Article País de afiliación: Malasia Pais de publicación: Suiza

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