Applying Artificial Intelligence Privacy Technology in the Healthcare Domain

Abigail Goldsteen, Ariel Farkash, Micha Moffie, Ron Shmelkin

Abstract: Regulations set out strict restrictions on processing personal data. ML models must also adhere to these restrictions, as it may be possible to infer personal information from trained models. In this paper, we demonstrate the use of two novel AI Privacy tools in a real-world healthcare application.