A Summarization on Preserving Privacy Techniques in Data Mining
Main Article Content
Abstract
Data Mining is an analysis process of large quantities of data in order to discover meaningful patterns and rules. Privacy Preservation in Data Mining is designed to reduce the gap between Data Confidentiality and Data Mining. In recent years with the explosive development and vast advancements in internet, data processing and data storage technologies, privacy preserving is becoming an important issue for concern. A number of methods and techniques have been developed for privacy preserving data mining. In this paper, we provide a classification and description of the various techniques and methodologies that have been developed in the area of privacy preserving data mining.
Keywords— Data Mining, Privacy Preservation, Data Confidentiality.
Downloads
Article Details
COPYRIGHT
Submission of a manuscript implies: that the work described has not been published before, that it is not under consideration for publication elsewhere; that if and when the manuscript is accepted for publication, the authors agree to automatic transfer of the copyright to the publisher.
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work
- The journal allows the author(s) to retain publishing rights without restrictions.
- The journal allows the author(s) to hold the copyright without restrictions.