A novel lightweight deep learning framework using enhanced pelican optimization for efficient cyberattack detection in the Internet of Things environments

A novel lightweight deep learning framework using enhanced pelican optimization for efficient cyberattack detection in the Internet of Things environments

Abstract The extensive use of Internet of Things (IoT) technology produces unprecedented connectivity and cyberattack exposure. Recent attack detection tools have poor accuracy, efficiency, and adaptability in the case of IoT systems with scarce resources. To counter these challenges, the current st...

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Bibliographic Details
Main Authors: Yaozhi Chen, Yan Guo, Yun Gao, Baozhong Liu
Format: Article
Language:English
Published: SpringerOpen 2025-06-01
Series:Journal of Engineering and Applied Science
Subjects:
Internet of Things
Cyberattack
Deep learning
Pelican algorithm
Optimization
Online Access:https://doi.org/10.1186/s44147-025-00635-7
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