Federated Learning

I've recently implemented something similar to this and found the use case and problem very promising. It does seem to be a good step towards privacy & security but given model investigation techniques it probably isn't as private as it might sound at first glance -- particularly on tabular or ill-prepared datasets. Either way, it is an interesting paradigm to adopt and definitely enhances privacy.