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International Journal of Research and Analytical Reviews (IJRAR)

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E-ISSN 2348-1269, P- ISSN 2349-5138 | ESTD Year: 2014

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  Paper Title  

SURVEY ON AUTOMATIC DETECTION OF SENSITIVE ATTRIBUTE IN PRIVACY PRESERVED HADOOP ENVIRONMENT USING DATA MINING TECHNIQUES

  Authors

  Ms. Anitha Murthy ,  Ms. Dhina Suresh

  Keywords

Data mining, Hadoop environment, Twitter, RSA, Elgamal Algorithm, Type -2 Fuzzy Logic System.

  Abstract


This study has been focused on the automatic detection of sensitive attributes using data mining technique in Hadoop environment. We establish Privacy Preserved Hadoop Environment (PPHE) that automatically detects sensitive attribute using data mining techniques. The proposed PPHE considers Twitter to enable user to post messages. The content of the posted tweets are wide ranging and contains private information such as email addresses, mobile numbers, physical addresses, and date of births. The major purpose of this study is in three folds. At First, we authenticate each twitter user using the combined algorithm RSA and Elgamal Algorithm. In the second, we classify the tweets into private and non-private attributes by using Type-2 Fuzzy Logic System. In the third, we pursue the data suppression technique to compress private tweets.

  Cite this article

  Ms. Anitha Murthy ,  Ms. Dhina Suresh,   "SURVEY ON AUTOMATIC DETECTION OF SENSITIVE ATTRIBUTE IN PRIVACY PRESERVED HADOOP ENVIRONMENT USING DATA MINING TECHNIQUES", IJRAR - International Journal of Research and Analytical Reviews (IJRAR), E-ISSN 2348-1269, P- ISSN 2349-5138, Volume.6, Issue 2, Page No pp.9-19, June 2019, Available at : http://www.ijrar.org/IJRAR1ANP002.pdf  

  IJRAR's Publication Details

  Unique Identification Number - IJRAR1ANP002

  Paper ID - 200722

  Page Number(s) - 9-19

  Pubished in - Volume 6 | Issue 2 | June 2019

  DOI (Digital Object Identifier) -   

  Publisher Name - IJRAR | www.ijrar.org | E-ISSN 2348-1269, P- ISSN 2349-5138

  E-ISSN 2348-1269, P- ISSN 2349-5138

  Cite this article

  Ms. Anitha Murthy ,  Ms. Dhina Suresh,   "SURVEY ON AUTOMATIC DETECTION OF SENSITIVE ATTRIBUTE IN PRIVACY PRESERVED HADOOP ENVIRONMENT USING DATA MINING TECHNIQUES", IJRAR - International Journal of Research and Analytical Reviews (IJRAR), E-ISSN 2348-1269, P- ISSN 2349-5138, Volume.6, Issue 2, Page No pp.9-19, June 2019, Available at : http://www.ijrar.org/IJRAR1ANP002.pdf

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About IJRAR

The IJRAR - International Journal of Research and Analytical Reviews (IJRAR) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies. The goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working in and around the world.


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