In this chapter, we first introduce the concept of the cyber physical systems (CPS) and explain the importance of privacy and security in CPS. Then, we present four different applications of CPS in the real world and briefly summarize the state-of-art research and the research challenges for the privacy preservation and big data analysis in these CPS systems. In this chapter, we provide content outlines for the rest of the book.