Label Leakage in Federated Inertial-based Human Activity Recognition

Marius Bock, Maximilian Hopp, Kristof Van Laerhoven +1

While prior work has shown that Federated Learning updates can leak sensitive information, label reconstruction attacks, which aim to recover input labels from shared gradients, ha…