T-DFNN: An Incremental Learning Algorithm for Intrusion Detection Systems

Machine learning has recently become a popular algorithm in building reliable intrusion detection systems (IDSs). However, most of the models are static and trained using datasets containing all targeted intrusions. If new intrusions emerge, these trained models must be retrained using old and new d...

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Autores principales: Mahendra Data, Masayoshi Aritsugi
Formato: article
Lenguaje:EN
Publicado: IEEE 2021
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Acceso en línea:https://doaj.org/article/8f4706cd1bd04b1798cb58e41fd88fe9
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