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 multiple clients with heterogeneous data partitions.

🔎 Find this dataset

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