This lecture covers the importance of privacy in preventing harm, the impact of privacy in a digital society, and the risks associated with targeted advertising. It delves into Privacy Enhancing Technologies, the implications of data collection for targeted advertising, and the concept of privacy as a security property. The lecture also explores differential privacy as a method to protect individual data while preserving statistical utility, emphasizing the challenges and trade-offs involved in achieving differential privacy.