Advances to IoT security using a GRU-CNN deep learning model trained on SUCMO algorithm

Advances to IoT security using a GRU-CNN deep learning model trained on SUCMO algorithm

Abstract The rapid expansion of the Internet of Things (IoT) has significantly improved the various aspects of our daily life. However, along with its benefits, new security threats such as Denial of Service (DoS) attacks and Botnets have emerged. To adopt this technology and integrity of IoT enviro...

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Bibliographic Details
Main Authors: Amit Sagu, Nasib Singh Gill, Preeti Gulia, Noha Alduaiji, Piyush Kumar Shukla, Mohd Asif Shah
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
IoT attacks classification
Deep learning
IDS
Hybrid model
Online Access:https://doi.org/10.1038/s41598-025-99574-9
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