An Inspiration for Recent Innovation & Research….
ISSN 2319 – 4847
www.ijaiem.org
Call for Paper, Published Articles, Indexing Infromation
International Journal of Application or Innovation in Engineering & Management
An Inspiration for Recent Innovation & Research….
ISSN 2319 – 4847
www.ijaiem.org
Call for Paper, Published Articles, Indexing Infromation
Title: |
Maintaining Privacy and Data Quality to Hide Sensitive items from Database
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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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