Privacy-preserving multimodal federated learning pipeline for cyber-resilient healthcare systems
Fig 8
Robustness and reliability of the proposed pipeline.
(a) Defense mechanisms sustain accuracy under poisoning. (b) Probability calibration improves steadily, enabling reliable risk-aware decision-making.