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.

Afiliação

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 em En | MEDLINE | ID: mdl-37050795

Palavras-chave

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

Texto completo

Adicionar na Minha BVS

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Diagnostic_studies Idioma: En Revista: Sensors (Basel) Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Malásia

Texto completo

Adicionar na Minha BVS

Imprimir

XML

PubMed Links

Buscar no Google