Applying Artificial Intelligence Privacy Technology in the Healthcare Domain.

Journal: Studies in health technology and informatics
Published Date:

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.

Authors

  • Abigail Goldsteen
    IBM Research - Haifa, Haifa, Israel.
  • Ariel Farkash
    IBM Research - Haifa, Haifa, Israel.
  • Micha Moffie
    IBM Research - Haifa, Haifa, Israel.
  • Ron Shmelkin
    IBM Research - Haifa, Haifa, Israel.