166 citations · 186 across the 2 of their papers we have counts for
2 papers
cs.CR2024★ 166 cited
Decentralized Federated Learning: A Survey on Security and Privacy
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif +2
Federated learning has been rapidly evolving and gaining popularity in recent years due to its privacy-preserving features, among other advantages. Nevertheless, the exchange of mo…
cs.LG2022★ 20 cited
Federated and Transfer Learning: A Survey on Adversaries and Defense Mechanisms
Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif
The advent of federated learning has facilitated large-scale data exchange amongst machine learning models while maintaining privacy. Despite its brief history, federated learning…