The U.S. National Institute of Standards and Technology and the U.K. Responsible Technology Adoption Unit wrote about the difficulties of scaling up privacy-preserving technologies such as federated learning. The two entities have been writing about federated learning as a solution to privacy challenges associated with large datasets.
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