Ahaan Dabholkar

Leak and Learn: An Attacker's Cookbook to Train Using Leaked Data from Federated Learning

Federated learning is a decentralized learning paradigm introduced to preserve privacy of client data. Despite this prior work has shown that an attacker at the server can still reconstruct the private training data using only the client updates. These attacks are known as data reconstruction attack…