Data-Systems

• Differential Privacy: Formal Guarantees, Composition Theorems, and the Engineering of Private Systems · 2025-08-12

  Build differential privacy from first principles: the formal (ε, δ)-definition, the Laplace and Gaussian mechanisms, composition theorems (basic and advanced), the sparse vector technique, and how to engineer practical private data systems at scale.