Published Paper Details:

The data from investigate organizations, safety firms and government organizations demonstrate that the numbers of data leak instances have developed rapidly. Among different data leak cases, major causes of data loss are one of the human being mistakes. Present live solutions detect unintentional responsive data leaks caused by human being mistakes and to provide alerts intended for organization. In this system, there a privacy preserving data leak detection solution where a particular set of receptive data digests is used in discovery. Privacy-preserving data-leak detection representation intended for preventing inadvertent data leak in scheme traffic. Such a demonstration yields a powerful and delegatable data-leak detection framework.The cloud computing surroundings the cloud source can perform data leak detection as add on service to its customers. The assessment results show that the detection method can supports accurate detection through very miniature number of false alarms under various data leak scenarios. The benefit of this method is that it enables the data owner to safely hand over the detection operation without enlightening the sensitive data.