This lecture covers the concept of differential privacy, which ensures that the presence of certain data in a database remains unnoticed. It also delves into Privacy by Design (PBD), a set of guidelines aimed at integrating privacy into products and services to build trust in online services. The foundational principles of PBD, such as proactive privacy measures and end-to-end security, are discussed, emphasizing the importance of user-centric privacy protection.