KIM, W.-S. and KIM, H.-J. 2025. Bi-LSTM-XGBoost ensemble-based intrusion detection system: Addressing data imbalance and enhancing minority class performance. Edelweiss Applied Science and Technology. 9, 3 (Mar. 2025), 2993–2999. DOI:https://doi.org/10.55214/25768484.v9i3.5899.