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

Concept drift (CD) in data streaming scenarios such as networking intrusion detection systems (IDS) refers to the change in the statistical distribution of the data over time. There are five principal variants related to CD: incremental, gradual, recurrent, sudden, and blip. Genetic programming comb...

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Detalles Bibliográficos
Autores principales: Shyaa, Methaq A., Zainol, Zurinahni, Abdullah, Rosni, Anbar, Mohammed, Alzubaidi, Laith, Santamaría, José
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10098915/
https://www.ncbi.nlm.nih.gov/pubmed/37050795
http://dx.doi.org/10.3390/s23073736

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10098915/
https://www.ncbi.nlm.nih.gov/pubmed/37050795
http://dx.doi.org/10.3390/s23073736

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