Encryption of Association Rules Using Modified Dynamic Mapping and Modified (AES) Algorithm

Abstract

Data mining which also sometimes called (knowledge discovery) or (data discovery) is the method of analysing hidden patterns of data according to different viewpoints of categorisation (clustering, classification, association rules, sequence mining) and find meaningful information. Retaining the security of the data when we need mining can be in a different technique according to data type, security need, and performance. This paper is focused on case there is need to obtain all the rules with highly sensitive data and for that reason using technique of regular Privacy-Preserving Data Mining (PPDM) will cause to hide some sensitive rules that intensely need it, proposed solution is by using encryption algorithm to secure the rules that get from mining algorithm.