Optimized Intrusion Detection in the IoT Through Statistical Selection and Classification with CatBoost and SNN

With the rapid expansion of the Internet of Things (IoT), interconnected systems are becoming increasingly vulnerable to cyberattacks, making intrusion detection essential but difficult. The marked imbalance between regular traffic and attacks, as well as the redundancy of variables from multiple se...

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Bibliographic Details

Published in:	Technologies
Main Authors:	Brou Médard Kouassi, Abou Bakary Ballo, Kacoutchy Jean Ayikpa, Diarra Mamadou, Youssouf Diabagate
Format:	Article
Language:	English
Published:	MDPI AG 2025-09-01
Subjects:	CatBoost IDS Internet of Things Simple Neural Network SMOTE RUS
Online Access:	https://www.mdpi.com/2227-7080/13/10/441