Ensemble Learning Approaches for Multi-Class Intrusion Detection Systems for the Internet of Vehicles (IoV): A Comprehensive Survey

Ensemble Learning Approaches for Multi-Class Intrusion Detection Systems for the Internet of Vehicles (IoV): A Comprehensive Survey

The emergence of the Internet of Vehicles (IoV) has revolutionized intelligent transportation and communication systems. However, IoV presents many complex and ever-changing security challenges and thus requires robust cybersecurity protocols. This paper comprehensively describes and evaluates ensem...

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Bibliographic Details
Main Authors: Manal Alharthi, Faiza Medjek, Djamel Djenouri
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Future Internet
Subjects:
ensemble learning
machine learning
internet of vehicles (IoV)
intrusion detection system (IDS)
multi-class IDS
vehicular ad hoc networks (VANETs)
Online Access:https://www.mdpi.com/1999-5903/17/7/317
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https://www.mdpi.com/1999-5903/17/7/317

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