Mamatha , B. and Ramesh , D. 2026. Lightweight Malware Detection In Smartphones Through Predictive Analytics, Feature Engineering, And Hybrid Optimization Technique. International Journal of Artificial Intelligence and Machine Learning. 6, 7s (Jul. 2026), 432–443. DOI:https://doi.org/10.51483/IJAIML.6.7s.2026.432-443.