Take a Look over Privacy preserving Data Publishing Techniques

Abstract

The process of extraction of useful data from a huge dataset is called as data mining. This process also includes the analysis of the extracted data. Interchange between data is needed nowadays. Recently, the process of interchanging and publishing data is become popular, leading to the need for data security and integrity. In data mining there are some challenges related to the security and privacy of the data. In many aggressive situations, the user’s data needs it’s privacy to be maintained. With the provision of privacy, people can share their social relations with each other. But sometimes, the users’ data is entangled by the attacker by compromising the privacy of the data. Thus, privacy preserving is an important process to be scrutinized. The influences of privacy preserving process are important in data mining. There are many ways for ensuring the privacy of the data. This paper gives an excellent survey on privacy preserving techniques. It also reviews the privacy preserving data publishing techniques.