 However, others have claimed that de-identification is a safe and effective data liberation tool and do not view re-identification as a concern.More and more data are becoming publicly available over the Internet.These data are released after applying some anonymization techniques like removing personally identifiable information (PII) such as names, addresses and social security numbers to ensure the sources' privacy.