federated MNIST

Emerging

2papers using it

2026first seen

Federated MNIST is a benchmark dataset used to evaluate federated learning algorithms, consisting of the MNIST handwritten digit classification task distributed across a population of clients with heterogeneous data partitions.

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Papers using federated MNIST (2)

FedSLoP: Memory-Efficient Federated Learning with Low-Rank Gradient Projection2026

Robust Federated Learning for Malicious Clients using Loss Trend Deviation Detection2026