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A Novel Hybrid Convolutional Neural Network- and Gated Recurrent Unit-Based Paradigm for IoT Network Traffic Attack Detection in Smart Cities

Internet of Things (IoT) devices within smart cities, require innovative detection methods. This paper addresses this critical challenge by introducing a deep learning-based approach for the detection of network traffic attacks in IoT ecosystems. Leveraging the Kaggle dataset, our model integrates C...

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Detalles Bibliográficos
Autores principales: Gupta , Brij B., Chui, Kwok Tai, Gaurav , Akshat, Arya , Varsha, Chaurasia , Priyanka
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10647819/
https://www.ncbi.nlm.nih.gov/pubmed/37960386
http://dx.doi.org/10.3390/s23218686