Survey on Privacy Preserving Data Mining Techniques
R Shilpa · International Journal of Engineering Research and · 2020
Privacy preservation in Data Mining has become more prominent and popular because of its property of maintaining privacy of sensitive data for analysis purposes.In this decade, enormous volume of data is created by many sectors especially healthcare, and it is vital to analyze and extract the right information out of it.For instance, the integration of patient's medical records and health test data helps to identify the relation between atypical test result and disease.Incorporating association rule mining on this data aids in creating new information which contributes in disease prevention.During association rule mining procedure, it is crucial to maintain the privacy and security of data, the business's vital information should not be leaked.In this paper, we provide an effective solution of privacy preservation along with association rule mining.Our paper is focused on healthcare datasets; however, it can be extended and implemented in various areas Index Terms-Data Mining, Privacy Preserving, Association Rule Mining, Cryptography I.