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χ2-BidLSTM: A Feature Driven Intrusion Detection System Based on χ2 Statistical Model and Bidirectional LSTM

In a network architecture, an intrusion detection system (IDS) is one of the most commonly used approaches to secure the integrity and availability of critical assets in protected systems. Many existing network intrusion detection systems (NIDS) utilize stand-alone classifier models to classify netw...

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Detalles Bibliográficos
Autores principales: Imrana, Yakubu, Xiang, Yanping, Ali, Liaqat, Abdul-Rauf, Zaharawu, Hu, Yu-Chen, Kadry, Seifedine, Lim, Sangsoon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8915053/
https://www.ncbi.nlm.nih.gov/pubmed/35271164
http://dx.doi.org/10.3390/s22052018