Banit Negi

Enhancing security and integrity in federated learning using blockchain and decentralized storage

This work develops a Blockchain-Enabled Federated Learning (BCFL) framework to address some of the major concerns in federated learning: the use of a central server, the lack of transparency/traceability during the training process and the risk of a malicious participant leaking private information. By utilizing the bl...