This paper describes the issues of data security and privacy threats in the context of cloud computing technology,and analyzes data security protection methods based on differential privacy.It designs a data security and privacy protection system architecture,using a cloud computing privacy protection method that combines Laplace mechanism with deep trust evaluation.