Structure and Sensitivity in Differential Privacy: Comparing K-Norm Mechanisms

Jordan Awan, Aleksandra Slavkovic

Differential privacy (DP), provides a framework for provable privacy protection against arbitrary adversaries, while allowing the release of summary statistics and synthetic data.…