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Jia-Chen Zhao

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#machine learning Preprint Sep 2026

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.

Jia-Chen Zhao, Antonia Januszewicz, Taeho Jung · 0 citations