Fairness, Integrity, and Privacy in a Scalable Blockchain-based Federated Learning System

Timon Rückel, Johannes Sedlmeir, Peter Hofmann

Federated machine learning (FL) allows to collectively train models on sensitive data as only the clients' models and not their training data need to be shared. However, despite th…