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A Comprehensive Survey of Privacy-preserving Federated Learning

ACM Computing Surveys, 2022
Xuefei Yin, Yanming Zhu, Jiankun Hu
exaly  

A Systematic Literature Review on Federated Machine Learning

ACM Computing Surveys, 2022
Sin Kit Lo, Qinghua Lu, Chen Wang
exaly  

Blockchain-empowered Federated Learning: Challenges, Solutions, and Future Directions

ACM Computing Surveys, 2023
Juncen Zhu   +2 more
exaly  

Federated learning on non-IID data: A survey

Neurocomputing, 2021
Hangyu Zhu, Shiqing Liu, Yaochu Jin
exaly  

Survey on federated learning threats: Concepts, taxonomy on attacks and defences, experimental study and challenges

Information Fusion, 2023
Núria Rodriguez-Barroso   +2 more
exaly  

Federated Learning Showdown: The Comparative Analysis of Federated Learning Frameworks

2023 Eighth International Conference on Fog and Mobile Edge Computing (FMEC), 2023
Sai Praneeth Karimireddy   +3 more
openaire   +1 more source

Blockchain-enabled Federated Learning: A Survey

ACM Computing Surveys, 2023
Youyang Qu   +2 more
exaly  

Federated Learning

2023
Yaochu Jin   +3 more
openaire   +1 more source

A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection

IEEE Transactions on Knowledge and Data Engineering, 2023
Qinbin Li, Zeyi Wen, Zhaomin Wu
exaly  

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