Antonia Januszewicz

Position: Privacy Is a Claim, Not a Property of Synthetic Data

It is argued for treating privacy as an explicit, evidence-based scientific claim and recommend that ML venues adopt norms requiring privacy-relevant assertions to be clearly scoped, testable, and contestable.