Pascal Lafourcade

SAMBA: A Generic Framework for Secure Federated Multi-Armed Bandits (Extended Abstract)

We tackle the problem of secure cumulative reward maximization in multi-armed bandits in a cross-silo federated learning setting. Under the orchestration of a central server, each data owner participating at the cumulative reward computation has the guarantee that its raw data is not seen by some ot…