Preservation Of Privacy In Mining Using Association Rule Technique
Geetika. Narang, Anjum N. Shaikh, Arti Sonawane, Kanchan Shegar, Madhuri Andhale · 2013
Abstract:- Privacy has become an important issue in Data Mining. Many methods have been brought out to solve this problem. This paper deals with the problem of association rule mining which preserves the confidentiality of each database. In order to find the association rule, each participant has to share their own data. Thus, much privacy information may be broadcasted or been illegal used. These issues can be divided into two categories: data hiding and knowledge hiding. This paper reviews the major method of privacy preserving on each category and chooses some of them to complete our system. At the end, an improvement of sensitive rule hiding is proposed to make it more accurate and secured. Index Terms:- Association rule; data mining; privacy preserving; data hiding; knowledge hiding,