Duarte, J.D., Bispo, G.D., Rodrigues, G.A.P., Serrano, A.L.M., Saiki, G.M. and Gonçalves, V.P. 2025. Synthetic Minority Over-sampling Technique for detecting Malicious Traffic targeting Internet of Things’ devices. Journal of Internet Services and Applications. 16, 1 (Jun. 2025), 332–344. DOI:https://doi.org/10.5753/jisa.2025.5251.