Part 2 Local differential privacy and synthetic data generation

Part 2 looks at another level of differential privacy, called local differential privacy, and at generating synthetic data to ensure privacy. Chapter 4 introduces the core concepts and definitions of local differential privacy. Chapter 5 looks at the more advanced mechanisms of local differential privacy, focusing on various data types and real-world applications, and then presents another case study. Chapter 6 focuses on generating synthetic data for machine learning tasks.