S.Gokila and Dr.P.Venkateswari
Erode Sengunthar Engineering College,India

Data mining is a computational process of analysing and extracting the data from large useful datasets. In recent years, exchanging and publishing data has been common for their wealth of opportunities. Security, Privacy and data integrity are considered as challenging problems in datamining.Privacy is necessary to protect people’s interest in competitive situations. Privacy is an ability to create and maintain different sort of social relationships with people. Privacy Preservation is one of the most important factor for an individual since he should not embarrassed by an adversary. The Privacy Preservation is an important aspect of data mining to ensure the privacy by various methods. Privacy Preservation is necessary to protect sensitive information associated with individual. This paper provides a survey of key to success and an approach where individual’s privacy would to be non-distracted.

Data mining, Privacy, Privacy Preserving