Botnet detection in internet of things using stacked ensemble learning model

Botnet detection in internet of things using stacked ensemble learning model

Abstract Botnets are used for malicious activities such as cyber-attacks, spamming, and data theft and have become a significant threat to cyber security. Despite existing approaches for cyber attack detection, botnets prove to be a particularly difficult problem that calls for more advanced detecti...

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Bibliographic Details
Main Authors: Mudasir Ali, Muhammad Faheem Mushtaq, Urooj Akram, Daniel Gavilanes Aray, Manuel Masias Vergara, Hanen Karamti, Imran Ashraf
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Internet of things network
Botnets
Cyber security
Stacking model
Machine learning
Online Access:https://doi.org/10.1038/s41598-025-02008-9
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