A Summarization on Preserving Privacy Techniques in Data Mining

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.