Advancing Blockchain-based Federated Learning through Verifiable Off-chain Computations

Jonathan Heiss, Elias Grünewald, Nikolas Haimerl +2

Federated learning may be subject to both global aggregation attacks and distributed poisoning attacks. Blockchain technology along with incentive and penalty mechanisms have been…