2025
Enhancing Privacy in Multimodal Federated Learning with Information Theory
NeurIPS 2025poster
Multimodal federated learning (MMFL) has gained increasing popularity due to its ability to leverage the correlation between various modalities, meanwhile preserving data privacy for different clients. However, recent studies show that correlation between modalities increase the vulnerability of fed…