Flotta: a Secure and Flexible Spark-inspired Federated Learning Framework

Claudio Bonesana, Daniele Malpetti, Sandra Mitrović +2

We present Flotta, a Federated Learning framework designed to train machine learning models on sensitive data distributed across a multi-party consortium conducting research in con…