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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 7 | Month- July 2024
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Paper Title
PRIVACY PROTECTION USING GENERALIZATION FOR COLLABORATIVE DATA PUBLISHING
Authors
Malgireddy Saidireddy
Keywords
Privacy preserving, data mining, k-anonymity, collaborative data publishing, dynamic programming
Abstract
Organizations share their data about customers for exploring potential business avenues. The sharing of data has posed several threats leading to individual identification. Owing to this, privacy preserving data publication has become an important research problem. The main goals of this problem are to preserve privacy of individuals while revealing useful information. An organization may implement and follow its privacy policy. But when two companies share information about a common set of individuals, and if their privacy policies differ, it is likely that there is privacy breach unless there is a common policy. One such solution was proposed for such a scenario, based on k-anonymity and cut-tree method for 2-party data. This paper suggests a simple solution for integrating n-party data using dynamic programming on subsets. The solution is based on thresholds for privacy and in formativeness based on k-anonymity
IJCRT's Publication Details
Unique Identification Number - IJCRTNCES061
Paper ID - 180562
Page Number(s) - 377-382
Pubished in - Volume 6 | Issue 1 | December - 2017
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Malgireddy Saidireddy, "PRIVACY PROTECTION USING GENERALIZATION FOR COLLABORATIVE DATA PUBLISHING", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.6, Issue 1, pp.377-382, December - 2017, Available at :http://www.ijcrt.org/papers/IJCRTNCES061.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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