… Since FL is massively growing research problem, we present a comprehensive literature of
progress in FL and the future of its directions under several areas and disciplines. Our work …

… a comprehensive study … federated learning approach would be a scenario where a marketing
team of a credit card division in a bank would like to enhance their ML model by learning …

… Federated learning (FL), which is a recent development in ML where the computation is …
In this study, we present a detailed survey of applications of FL for healthcare informatics. We …

… Federated learning (FL) has recently emerged as a promising solution under this new
reality. Existing FL protocol design has been shown to exhibit vulnerabilities which can be …

… In this survey, we conduct a comprehensive review on federated … federated learning systems
as shown in our case studies. By systematically summarizing the existing federated learning …

… study aims to bridge gaps in current surveys by providing the reader with a comprehensive
… of this survey can be summarized as follows: • We provide a comprehensive review of the …

… as federated learning, which is a possible solution for these challenges. We survey existing
works on federated learning, … for a comprehensive secure federated-learning framework. We …

… ABSTRACT Federated learning (FL) is a new technology that has been a hot research topic.
It enables the training … in mobile edge networks: A comprehensive survey,’’ IEEE Commun. …

… With the growing awareness of data privacy, federated learning (FL) has gained increasing
… research efforts in multimodal federated learning (MMFL). In this survey, we explore the area …

… This systematic review article provides an overview of Federated Learning, covering its …
practical application of Federated Learning in real-world scenarios. As Federated Learning is a …