The paper, by taking genetic data as an example, conducts a comprehensive analysis on the challenges confronting the privacy of healthcare big data, discusses the protection strategies of private data from such aspects of analysis on alliance data, homomorphic encryption, hardware encryption and differential privacy. It also elaborates on the building of laws related to data security and privacy protection, and provides references for relevant study.