From Statistical Disclosure Control to Fair AI: Navigating Fundamental Tradeoffs in Differential Privacy

Adriana Watson

Differential privacy has become the gold standard for privacy-preserving machine learning systems. Unfortunately, subsequent work has primarily fixated on the privacy-utility trade…