Licensed Under Creative Commons Attribution CC BY Identifying the Data Leaker by Using Sample Data Request Strategy

Abstract: In course of doing business, sensitive data must be handed over to trusted third parties. The owner of the data is called Distributor and supposedly trusted third parties as the agent. Some of distributor’s data may be leaked and found at unauthorized place. Our goal is to detect the distributor’s sensitive data have been leaked by agents and identify the agent who leaked the data. We have used the fake objects which are realistic but fake records, are added to original data, which helps in identifying the guilty agents (the agent who leaked the data). We have used Sample data request allocation strategy for data distribution and we have implemented probability distribution system, to identify the guilty agents and leaked data