Dr V.V.Praveen Kumar1 , Katam Siva Naga Sravanthi2, Gollamudi Pravallika3, Meka Vineela4, Katta Rohi5, Ramisetty Yasaswi6 2026. A Hybrid Machine Learning Approach for the Efficient Detection of Botnet Attacks in IoT Environments. International Journal of Data Science and IoT Management System. 5, 2 (Apr. 2026), 597–605. DOI:https://doi.org/10.64751/.