Data mining is a process in which data collected from different sources is analyzed for useful information. Data mining is also known as Knowledge Discovery in Database (KDD). Privacy and accuracy are the important issues in data mining when data is shared. Most of the methods use random permutation techniques to mask the data, for preserving the privacy of sensitive data. Randomize response techniques were developed for the purpose of protecting surveys privacy and avoiding biased answers.