Privacy Preserving in Association Rule Mining
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2015, Vol 3, Issue 2
Abstract
Data mining is the computer oriented process to evaluate vast database and extract the meaning of the data. Privacy is interrelated with secrecy and anonymity. Thus privacy preserving in data mining means maintaining secrecy which is concerned with the information that the others can retrieve from us. Then the loss of privacy means leakage of that information. So to mine the information from huge database number of techniques have developed that assures mining with privacy preserving. These technique are used to secure the sensitive items while extracting the appropriate knowledge from database. the methodology used to preserve the privacy in data mining using association rule is used because association rule mining is one of the important aspect in data mining. In this technique, secure multiparty computation is used which assures security using cryptography is also discussed. This technique ensures better privacy preserving with high efficiency.
Authors and Affiliations
Sneha V. Dhande, Priyanka K. Patil
Keywords
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