Privacy-Preserving Federated Deep Learning for Cooperative Hierarchical Caching in Fog Computing
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2021.3081480
Abstract: Over the past few years, Fog Radio Access Networks (F-RANs) have become a promising paradigm to support the tremendously increasing demands of multimedia services, by pushing computation and storage functionalities towards the edge of networks,… read more here.
Keywords: privacy preserving; preserving federated; privacy; cooperative hierarchical ... See more keywords
Privacy-Preserving Federated Deep Learning With Irregular Users
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Dependable and Secure Computing"
DOI: 10.1109/tdsc.2020.3005909
Abstract: Federated deep learning has been widely used in various fields. To protect data privacy, many privacy-preservingapproaches have been designed and implemented in various scenarios. However, existing works rarely consider a fundamental issue that the data… read more here.
Keywords: federated deep; preserving federated; irregular users; privacy preserving ... See more keywords