GBDT-IL: Incremental Learning of Gradient Boosting Decision Trees to Detect Botnets in Internet of Things

GBDT-IL: Incremental Learning of Gradient Boosting Decision Trees to Detect Botnets in Internet of Things

The rapid development of the Internet of Things (IoT) has brought many conveniences to our daily life. However, it has also introduced various security risks that need to be addressed. The proliferation of IoT botnets is one of these risks. Most of researchers have had some success in IoT botnet det...

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Bibliographic Details
Main Authors: Ruidong Chen, Tianci Dai, Yanfeng Zhang, Yukun Zhu, Xin Liu, Erfan Zhao
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Sensors
Subjects:
botnets
internet of things
feature dimensionality reduction
concept drift
Online Access:https://www.mdpi.com/1424-8220/24/7/2083

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