Hatem Khorsheed F, Abbas Abed E, Hassan Mohammed Z, Badr Khudhair Alwan W. A Robust Hybrid CNN–LSTM Framework for High-Accuracy Zero-Day Intrusion and Ransomware Detection Using the UGRansome Dataset: A Robust Hybrid CNN–LSTM Framework for High-Accuracy Zero-Day Intrusion and Ransomware Detection Using the UGRansome Dataset. joincs [Internet]. 2026 Jan. 10 [cited 2026 Jan. 15];9(1):1-10. Available from: https://joincs.umsida.ac.id/index.php/joincs/article/view/1688