An Optimized Hybrid Deep Intrusion Detection Model (HD-IDM) for Enhancing Network Security

Detecting cyber intrusions in network traffic is a tough task for cybersecurity. Current methods struggle with the complexity of understanding patterns in network data. To solve this, we present the Hybrid Deep Learning Intrusion Detection Model (HD-IDM), a new way that combines GRU and LSTM classif...

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Principais autores:	Iftikhar Ahmad, Muhammad Imran, Abdul Qayyum, Muhammad Sher Ramzan, Madini O. Alassafi
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2023-10-01
Colecção:	Mathematics
Assuntos:	intrusion detection system GRU LSTM classification network security knowledge discovery and data mining
Acesso em linha:	https://www.mdpi.com/2227-7390/11/21/4501
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