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Volume & Issue no: Volume 3, Issue 7, July 2014

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Title:
Maintaining Privacy and Data Quality to Hide Sensitive items from Database
Author Name:
Mr. Pravin R. Ponde , Dr. S. M. Jagade
Abstract:
ABSTRACT This paper focuses on the research in hiding sensitive association rules to maintain privacy and data quality in database. In this paper we have proposed heuristic based algorithm named MDSRRC (Modified Decrease Support of R.H.S. item of Rule Clusters) to hide the sensitive association rules with multiple items in consequent (R.H.S) and antecedent (L.H.S). The algorithm selects the items and transactions based on certain criteria which modify transactions to hide the sensitive information. Our evaluation shows that the proposed technique is highly valuable and maintains dataset quality. Keywords- Association rules, Privacy preserving data mining (PPDM), MDSRRC
Cite this article:
Mr. Pravin R. Ponde , Dr. S. M. Jagade , " Maintaining Privacy and Data Quality to Hide Sensitive items from Database" , International Journal of Application or Innovation in Engineering & Management (IJAIEM) , Volume 3, Issue 7, July 2014 , pp. 253-256 , ISSN 2319 - 4847.
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