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Elena Loh Venyi

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Open access Jul 2026

A Two-Tier Hybrid Intrusion Detection System for IoT Networks

A two-tier hybrid IDS that uses a Random Forest model for quick initial detection and a Neural Network for deeper analysis of suspicious traffic is proposed that provides a balanced and efficient solution that overcomes key limitations of existing IDS models and offers a pathway towards a more robust real-time IoT intrusion detection.

R. Paper, Wong Zoey, Y. Watanabe et al. · 0 citations