Integrating Foundation Models with Federated Learning: Opportunities, Challenges, and Future Directions

Integrating Foundation Models (FMs) with Federated Learning (FL) presents a transformative paradigm in Artificial Intelligence, offering enhanced capabilities while addressing concerns of privacy, data decentralization, and computational efficiency.