A novel approach of botnet detection using hybrid deep learning for enhancing security in IoT networks

In an era dominated by the Internet of Things (IoT), protecting interconnected devices from botnets has become essential. This study introduces an innovative hybrid deep learning model that synergizes LSTM Auto Encoders and Multilayer Perceptrons in detecting botnets in IoTs. The fusion of these tec...

Descripción completa

Detalles Bibliográficos

Autores principales:	Shamshair Ali, Rubina Ghazal, Nauman Qadeer, Oumaima Saidani, Fatimah Alhayan, Anum Masood, Rabia Saleem, Muhammad Attique Khan, Deepak Gupta
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	Elsevier 2024-09-01
Colección:	Alexandria Engineering Journal
Materias:	Cyber security IoT Botnets Unknown cyber-attacks IoT networks Cyber-physical systems Zero-day vulnerability
Acceso en línea:	http://www.sciencedirect.com/science/article/pii/S1110016824005830
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!