The term Differential Privacy refers to a system in which we can share the information about datasets publicly. Basically, a differential privacy is the promise to users about the security of their information and data. It provides mathematical technique to secure the data of users. It is important for many businesses. It can help in better growth of businesses. It enables the companies to share their datasets with other companies without any risk. It makes people aware that their data are secured.