Many organization and businesses wants to secure their data from illegitimate access. In that priority is given to data privacy and security concerns. It must be necessary for them to share their information about data for the sake of getting satisfactory results. The problem is how these individuals or parties can compare their data or share it without disclosing the sensitive data to each other. It is also always supposed that the multiple parties who want to compare or share data.