Babaeva, A. 2026. Decentralized Finance and Traditional Banking: A Machine Learning-Based Risk Assessment Framework. International Journal of Recent Advances in Science and Technology. 12, 01 (Mar. 2026), 25–32. DOI:https://doi.org/10.30750/ijarst.120105.