Lazaar Mohamed

Enhancing I-IoT against malicious intrusions through XGBoost

The XGBoost model showcased remarkable efficiency, outperforming previous studies across key evaluation metrics accuracy, F1-score, recall, and precision, and displayed exceptional proficiency in identifying various attack types within both medium and complex datasets, yielding consistently high-performance outcomes.