International Journal of Innovative Research in Science, Engineering and Technology (IJIRSET)
Many government agencies, businesses and non-profit organizations in order to support their short and long term planning activities, they are searching for a way to collect, store, analyze and report data about individuals, households or businesses. Privacy preserving data mining is a research area concerned with the privacy driven from personally identifiable information when considered for data mining. This paper addresses the privacy problem by considering the privacy and algorithmic requirements simultaneously. This paper is to design a cryptographic approach to privacy preserving data mining which would be efficient in providing confidentiality and improve the performance.