Review of Literature on Some Privacy Preserving Techniques, Algorithms and Methods for Data Privacy and Preserving in Data Mining

Now in a days in business world and in society, data exchanging process is need to manage today’s world of universal data exchange, there is a need to manage the risk of unintended information disclosure. Publishing the data about the individuals, without revealing sensitive information about them in an important problem. So Privacy is one of the most important properties of the data sharing and data mining field. To protect client privacy in the data mining process, a hundred of techniques and algorithms are available. Here some reviews of papers are available which give us some algorithms and techniques to preserve and maintain privacy of the important data from universe.