Privacy-preserving multimodal federated learning pipeline for cyber-resilient healthcare systems
Fig 7
Federated training dynamics of the proposed pipeline.
(a) Validation AUPRC convergence demonstrates stable distributed optimization. (b) Privacy budget accumulation reflects the trade-off between utility and differential privacy guarantees.