The number of data-leakages has been grown up rapidly in recent years these are found by using the statistic firms, research institution and government organizations. The main reason for the data-leakage is human mistakes. The carelessactivities of human is one of the important cause of the data loss. The solutions for detecting sensitive data leaks caused by human mistakes. With the help of using rabin algorithm the sensitive data is protected. An approach is used to screen the content in storage and transmission for exposing sensitive data information. This approach needs the detection operation that has been conducted in secrecy. The detection servers may be satisfied in the secrecy requirements. By using rabin algorithm, we have provided the solution for privacy preserving data leakage detection. The main advantage in this method is that it enables the data owner to safely delegate the detection operation to a semihonest provider without revealing the sensitive data to the provider and it also reduces the false alarms.
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