PDFed: Privacy-Preserving and Decentralized Asynchronous Federated Learning for Diffusion Models

Kar Balan, Andrew Gilbert, John Collomosse

We present PDFed, a decentralized, aggregator-free, and asynchronous federated learning protocol for training image diffusion models using a public blockchain. In general, diffusio…