In Differential Privacy, There is Truth: On Vote Leakage in Ensemble Private Learning

Jiaqi Wang, Roei Schuster, Ilia Shumailov +2

When learning from sensitive data, care must be taken to ensure that training algorithms address privacy concerns. The canonical Private Aggregation of Teacher Ensembles, or PATE,…