Sulaeman, M.H. and Maulidi, R. 2025. Machine Learning-Based Malware Detection: A Critical Comparative Analysis of Random Forest, Naive Bayes, and Neural Network on Imbalanced Datasets. JURNAL INFOTEL. 17, 4 (Dec. 2025), 767-788. DOI:https://doi.org/10.20895/infotel.v17i4.1413.