Ultimate Way to Preserve Privacy in Data Mining
Popular matter from the listed matters of data mining researchers is Privacy Preserving Data Mining (PPDM). To strike a balance between privacy protection and knowledge discovery in the sharing process is an important issue. Main focus point of this paper is Privacy Preserving Utility Mining (PPUM) and presents algorithms that preserve privacy through new approach of encryption to preserve privacy in data mining i.e. this approach is to hide the sensitive itemsets by applying algorithm to perform encryption to save sensitive itemsets.