Is the NIST testbed a certification?
No. NIST describes it as a testbed and benchmark for evaluating approaches. Its results on a defined dataset do not certify every federated-learning deployment or prove privacy under all threats.
Answered in
NIST’s Federated-Learning Testbed Puts Privacy Claims on a Measurable TrackNIST compares federated learning and differential privacy on soybean genomic data, while showing that local records do not guarantee privacy.
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