Study of Privacy Preserving Data Mining

There has been an important research area that how to protect private information or sensitive knowledge from leaking in the mining process, meanwhile obtain more accurate results of data mining. This paper describes data distortion, data encryption and reconstruction techniques in detail. Following a comprehensive comparison and analysis of existing technologies, the future work is showed.