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

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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Bibliographic Details
Main Authors: Brij B. Gupta , Kwok Tai Chui, Akshat Gaurav , Varsha Arya , Priyanka Chaurasia 
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Sensors
Subjects:
network traffic attacks
IoT
smart cities
deep learning
CNN
GRU
Online Access:https://www.mdpi.com/1424-8220/23/21/8686

Internet

https://www.mdpi.com/1424-8220/23/21/8686

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