Survey on Privacy-Preserving and Other Security Issues in Data Mining

In present day, an ever-increasing number of researches in information mining increases the seriousness about security issue. The security issues in information mining can't just be tended by limiting data integration or by reducing the utilization of information technology. So as to keep up the security of the customer in the process of data mining, different types of strategies have been proposed that are dependent on the probabilistic perturbation of information records. Information mining service requires precise information for their outcomes to be significant; however, protection concern may impact clients to give fake data. Here, we present a detailed survey on privacy and security issues on data mining by analyzing different techniques from standard publishers of the year from 2010 to 2017. Based on the techniques utilized and types of issues are analyzed and classified. Moreover, to indicate the improvement and accuracy of all the research articles is also discussed. Furthermore, the analysis is carried to find the importance of their approaches so that we can develop a new technique to solve the security threats.