Federated machine learning in data-protection-compliant research

Alissa Brauneck,Louisa Schmalhorst,Mohammad Mahdi Kazemi Majdabadi,Mohammad Bakhtiari,Uwe Völker,Christina Caroline Saak,Jan Baumbach,Linda Baumbach,Gabriele Buchholtz

Nature Machine Intelligence（2023）

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摘要

To fully leverage big data, they need to be shared across institutions in a manner compliant with privacy considerations and the EU General Data Protection Regulation (GDPR). Federated machine learning is a promising option.

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Developing world,Law,Engineering,general

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