International Journal of Computer Science and Mobile Computing (IJCSMC)
Data anonymization is technique used for organizing of data. Privacy preserving data mining that is the study of data mining lot of problems on privacy, it given growing thoughtfulness from the investigation community. Privacy-preservation data publishing has received lot of thoughtfulness, as it is always a problem of how to protect database of high dimension. In much organization where large number of personal data is available, such data must be protected. The personal data may be misused, for a variety of resolutions. In order to improve these apprehensions, a number of techniques have recently been proposed in order to perform the data mining tasks in a privacy-preserving way.