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Open access Aug 2026

Explainable IoT Intrusion Detection Using Random Forest, SMOTE, and SHAP

The proposed RF–SMOTE–SHAP framework delivers a high-performing IoT IDS while providing improved transparency in explaining detection decisions, thereby supporting the development of trustworthy and interpretable IDS solutions for IoT environments.

Julfikar Mawansyah, Anik Nur Handayani, A. Wibawa et al. · 0 citations

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