Privacy-preserving multimodal federated learning pipeline for cyber-resilient healthcare systems

doi:10.1371/journal.pone.0343669

Privacy-preserving multimodal federated learning pipeline for cyber-resilient healthcare systems

Fig 4

Training dynamics of the proposed pipeline.

(a) Loss curves show smooth convergence with small generalization gap. (b) Accuracy curves indicate stable generalization and controlled overfitting.

doi: https://doi.org/10.1371/journal.pone.0343669.g004