A Survey of Supervised, Unsupervised, and Ensemble Learning Approaches for DDoS Detection in SDN. - Abdinasir Hirsi Abdi; Jafar Ismail Mohamed; Abubakar Abdi Warsame; Abdirizak Abdullahi Khalif; Lukman Audah; Adeb Salh; Salman Ahmed; Diani Galih Saputri; Abdiaziz Mohamed Abdirahman (ICIT, 2025)

HSF: A Hybrid SVM-RF Machine Learning Framework for Dual-Plane DDoS Detection and Mitigation in Software-Defined Networks. - Abdinasir Hirsi; Lukman Audah; Mohammed A. Alhartomi; Adeb Salh; Godwin O. Ansa; Mustafa Maad Hamdi; Diani Galih Saputri; Salman Ahmed; Abdullahi Farah (IEEE Access, 2025)