Alsarhan, A., Barhoush, M., Khassawneh, B., Al-Essa, M., Aljaidi, M. and Al-Na’amneh, Q. 2026. Deep Learning Utilization for DDoS Attack Detection with Federated Learning: A Case Study on the CICDDoS2019 Dataset. Engineering, Technology & Applied Science Research. 16, 1 (Feb. 2026), 31203–31208. DOI:https://doi.org/10.48084/etasr.14119.