federated MNIST

Federated MNIST is a benchmark dataset used in federated learning that contains the MNIST handwritten digit dataset distributed across multiple clients, allowing for the evaluation of model training in the presence of potentially malicious or unreliable participants.

Papers using federated MNIST (1)

Robust Federated Learning for Malicious Clients using Loss Trend Deviation Detection2026