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

Mathematics

• Logistic Regression 100%
• Synthetic Data 100%
• Summary Statistic 100%
• Conditional Variance 100%
• Convex Hull 100%
• Polytope 100%
• Stochastic Dominance 100%
• Linear Regression Analysis 100%

Keyphrases

• Differential Privacy 100%
• Linear Regression 33%
• Logistic Regression 33%
• Proposed Methodology 33%
• Risk Level 33%
• Adversary 33%
• Convex Hull 33%
• Synthetic Data 33%
• Functional Mechanism 33%
• House Prices 33%
• Objective Functional 33%
• Objective Perturbation 33%
• Statistic Data 33%
• Multivariate Extension 33%
• Conditional Variance 33%
• Stochastic Dominance 33%
• Privacy Protection 33%
• Polytope 33%
• Provable Privacy 33%