Taha, N. N. ., & Abdullah , N. A. . (2026). Dynamic API Call-Based Machine Learning for Early-Stage Ransomware Detection. Iraqi Journal of Science, 67(3), 1774-1791. https://doi.org/10.24996/ijs.2026.67.3.38