2025. Balancing Privacy and Performance: Federated Learning with Differential Privacy for Real-Time, Resilient Healthcare AI. Diyala Journal of Engineering Sciences . 18, 3 (Sep. 2025), 1–21. DOI:https://doi.org/10.24237/djes.2025.18301.