LAFED: A lightweight authentication mechanism for blockchain-enabled federated learning system

Federated Machine Learning

Qiang Yang, Yang Liu, Tianjian Chen et al. · ACM Transactions on Intelligent Systems and Technology · 2019 · 5.9K citations

Computing, Computer Science, Cybersecurity +12

Federated Learning With Differential Privacy: Algorithms and Performance Analysis

Kang Wei, Jun Li, Ming Ding et al. · IEEE Transactions on Information Forensics and Security · 2020 · 2.2K citations · Full text

Computing, Computer Science, Cybersecurity +17

Adaptive Federated Learning in Resource Constrained Edge Computing Systems

Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis et al. · IEEE Journal on Selected Areas in Communications · 2019 · 2.2K citations

Computing, Computer Science, Computer Systems +17

Artificial intelligence and statistics

Karl Kumbier · Frontiers of Information Technology & Electronic Engineering · 2018 · 2K citations

Natural Sciences, Computer Science, Artificial Intelligence +10

Federated Learning for Internet of Things: A Comprehensive Survey

IEEE Communications Surveys & Tutorials · 2021 · 1.3K citations · Full text

Computing, Computer Systems, Internet Of Things +16