Using Machine Learning Algorithms in Intrusion Detection Systems: A Review

• Published in: Tikrit Journal of Pure Science Vol. 29; no. 3; pp. 63 - 74
• Main Authors: Mohammed, Mazin S., Talib, Hasanien Ali
• Format: Journal Article
• Language: English
• Published: Tikrit University 25.06.2024
• Subjects: Feature selection; Future research directions; IoT intrusion detection systems; Machine learning algorithms; Supervised learning

Intrusion Detection Systems (IDS) are essential for identifying and mitigating security threats in Internet of Things (IoT) networks. This paper explores the unique challenges of IoT environments and presents machine learning (ML) algorithms as powerful solutions for IoT-IDS, encompassing supervised...