Personal Attribute Leakage in Federated Speech Models

Hamdan Al-Ali, Ali Reza Ghavamipour, Tommaso Caselli +3

Federated learning is a common method for privacy-preserving training of machine learning models. In this paper, we analyze the vulnerability of ASR models to attribute inference a…