A Comprehensive Survey on Federated Learning: Concept and Applications

This paper provides a comprehensive study of Federated Learning (FL) with an emphasis on components, challenges, applications and FL environment. can be applicable in multiple fields domains real-life models. the medical system, privacy patients records their condition is critical data, therefore collaborative learning or federated comes into picture. On other hand build intelligent system assist staff without sharing data lead concept one that are used brain tumor diagnosis based AI methods efficiently work will introduce some related field under then summarize them to main limitations work.