Practical Considerations for Differential Privacy

Kareem Amin, Alex Kulesza, Sergei Vassilvitskii

Differential privacy is the gold standard for statistical data release. Used by governments, companies, and academics, its mathematically rigorous guarantees and worst-case assumpt…