The paper introduces the current situation of privacy protection at home and abroad, analyzes the privacy protection problems of the data platform at the present stage, and expounds the medical data privacy protection technology based on the tumor big data platform and its practice,including the aspects of management architecture, technical architecture and so on, so as to provide references for relevant study.