William J. Knottenbelt

zkFL: Zero-Knowledge Proof-Based Gradient Aggregation for Federated Learning

2024 · IEEE Transactions on Big Data

Federated learning (FL) is a machine learning paradigm, which enables multiple and decentralized clients to collaboratively train a model under the orchestration of a central aggregator. FL can be a scalable machine learning solution inbig …