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Federated learning is a pioneering privacy-preserving data technology and also a new machine learning model trained on distributed data sets. Companies collect huge amounts of historic and real-time data to drive their business and collaborate with other organizations. However, data privacy is becoming increasingly important because of regulations (e.g., EU GDPR) and the need to protect their sensitive and personal data. Companies need to manage data access: firstly within their organizationsdoi:10.51483/ijdsbda.1.2.2021.1-13 fatcat:b4rbxexaerburf5xrscizs27ae