Published Paper Details:

- According to Risk Base Security (RBS ),leakage of sensitive data record instance has grown now a days. Human mistakes plays an important role in cause of data loss among various data leak. There are various method to detect the data leak cause by human mistakes and prevent the data by generating an alert . Among various approaches, monitoring the data which is transmit for expose of sensitive information is common. Also it consider all data as sensitive and perform detection operation for all those data. However this makes the detection process difficult and detection time to increase. In addition, the data owner may require to provide detection report to the DLD provider . But there is possibility that the provider can read the sensitive data. So there is a need of new data detection solution that allow provider to scan the content for leak without learning information. Therefore one need methods that gives accurate detection with very small number of false alarm under various leak scenario and result shows that the method improve the detection time