W. Ghozi, H. Lestiawan, R. R. Sani, J. N. Hussein, and F. A. Rafrastara, “XGBoost-Powered Ransomware Detection: A Gradient-Based Machine Learning Approach for Robust Performance”, KINETIK, vol. 10, no. 4, Oct. 2025.