A Novel Approach of Data Sanitization using Privacy Preserving Data Mining

Ashish Chouhan, Poonam Sinha, Sunita Gond
2015 International Journal of Engineering Research and  
Privacy preserving data mining (PPDM) is a popular as well as interesting topic in the research community. The important issue is how to make a balance between privacy protection and knowledge discovery in the sharing process. One of the existing privacy preserving utility mining and two algorithms, HHUIF (Hiding High utility item First Algorithm) and MSICF (Maximum Sensitive ItemsetsConict First algorithm), to conceal the sensitive itemsets so that the antagonist cannot mine them from the
more » ... ied database. The work also minimizes the impact on the sanitized database of
doi:10.17577/ijertv4is061018 fatcat:caaqvzbvqffnbmzd2iqcwohqmy