Determining the Existence of Quantitative Association Rule Hiding in Privacy Preserving Data Mining

Abstract: Abstract: Determining the association rules is a core topic of privacy preserving data mining. This paper aims at giving an overview to some of the previous researches done in this topic, evaluating the current status of the field, and envisioning possible future trends in this area. The concept behind association rules are presented at the beginning. Comparison of different algorithms is provided as part of the evaluation.

Keywords: Association rules, Apriori algorithm, Itemsets, data mining.