2026. Deep Learning Based Network Intrusion Detection System using CNN-LSTM. International Research Journal on Advanced Engineering Hub (IRJAEH). 4, 04 (Apr. 2026), 2255–2264. DOI:https://doi.org/10.47392/IRJAEH.2026.0303.