Abstract: In this paper reviewed the utility and application of data mining technique in the field of privacy preservation. Privacy preservation is technique for hiding of information and secured the information during transmission. Now a day’s various technique of privacy preservation are used such as cryptography, k-animosity and other methods used for the hiding an information. Data mining provide verity of technique such as rule mining, clustering and classification, all these technique used for the process of privacy preservation. The noise adaptive and data transformation is well known technique for privacy preservation. The collection of different method of data mining and perform privacy preservation task is called collaborative mining technique for this task. The collaborative technique enhances the security strength of privacy preservation and decrease the loss of data during the transformation of data.
Keywords: Privacy Preservation, Data Mining, Collaborative Technique.