A Glance at Secure Multiparty Computation for Privacy Preserving Data Mining

In this paper, we provide an overview of the new and rapidly emerging research area of Secure Multiparty Computation (SMC). We also propose several existing as well as new SMC problems along with some solutions. It provides detailed overview of work done so far in this area and a brief evaluation and conclusion about SMC. SMC literally means: Secure- Safety concerns for data security and integrity of individual organizations. Multiparty- Involving multiple organizations/parties for Privacy Preserving Data Mining (PPDM). Computations- Any global operations. Therefore, keeping them together, it is a mechanism to provide collaborate computations of multiple organizations without revealing data of individual organization.