Modern AI is based on machine learning which creates models by learning from data. Data used in many applications such as health and human behavior is private and needs protection. New privacy-aware machine learning methods have been developed recently based on the concept of differential privacy. They guarantee that the published model or result can reveal only limited information on each data subject.