A Stacking Ensemble Learning Framework for Network Intrusion Detection Using XGBoost, LightGBM, CatBoost, and AdaBoost with Random Forest Meta Model

Sindhu Nugroho. A Stacking Ensemble Learning Framework for Network Intrusion Detection Using XGBoost, LightGBM, CatBoost, and AdaBoost with Random Forest Meta Model. In 2026 International Conference on Communication Networks and Machine Learning (CNML), Chongqing, China, January 30 - Feb. 1, 2026. pages 20-23, IEEE, 2026. [doi]

Abstract

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