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Privacy preserving for data engineering methods like mining and publishing etc., with the advancement of the rapid development of technologies like Internet and distributed computing has turned out to be one of the most important research areas of interest and has also triggered a serious issue of concern in accordance with the personal data usage in the recent times. Effective analysis result and gathering accurate data is desired by data users in specific, in contrast to the data owners who are concerned as their data contains personal information like the ones in government departments, Health insurance organizations and hospitals and data mining and warehouse utilities, where privacy is an issue to be taken rather seriously.
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