Intrusion Detection Using Hybrid Pearson Correlation and GS-PSO Optimized Random Forest Technique for RPL-Based IoT

Intrusion Detection Using Hybrid Pearson Correlation and GS-PSO Optimized Random Forest Technique for RPL-Based IoT

RPL (Routing Protocol for Low-Power and Lossy Networks) is a standardized routing protocol of IoT proposed by IETF (Internet Engineering Task Force) Working Group. The escalating surge of cyberattacks targeting IoT systems has exposed critical security vulnerabilities in RPL-based networks. Attacker...

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Bibliographic Details
Main Authors: Wei Yang, Xinlong Wang, Zhiming Zhang, Shaolong Chen, Chengqi Hou, Siwei Luo
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Anomaly detection
RPL
routing attacks
random forest
IoT
Online Access:https://ieeexplore.ieee.org/document/10982252/
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