Agnivo Ghosh

A Path Integral Surrogate for Multi-Step Gradient Inversion in Federated Learning

Federated learning lets many clients train a shared model together without ever sending their private data to a central server. Each client shares only a model update, and this update should reveal far less about the client than its raw training examples would. This premise is what protects the privacy of the clients....