Differential Privacy Foundations

Use differential privacy as a formal privacy guarantee. Learn epsilon/delta semantics, the Laplace and Gaussian mechanisms, sequential and parallel composition, advanced composition and Renyi DP, the privacy budget, and the engineering pitfalls that turn a DP system into a non-DP one in practice.