Venkateswaran Radhakrishnan and Rogelio Gutierrez 2025. Ransomware Detection Using Machine Learning: Design, Analysis, and Review of Frameworks. International Journal of Research and Review in Applied Science, Humanities, and Technology. 2, 4 (Oct. 2025), 287–290. DOI:https://doi.org/10.71143/q4axkj45.