Performance Comparison of Privacy Preserving Perturbation algorithms in Association Rule Mining
Ms Vigneswari, Napa Komal Kumar, Gongalla Vinay Kumar, M Vamsi Krishna · 2018
This paper depicts the performance comparison of Non-Synthetic and Synthetic privacy preserving data perturbation algorithms.The perturbation algorithms are applied on different kinds of medical dataset which are then deployed on to the ARM(Association Rule Mining) and the experimental results are evaluated based on preserving privacy.The performance analysis is done by considering the algorithm which generates minimum lost rules and maximum Subterfuge rules that can be useful in preserving privacy.