Fig. 8From: Improving MapReduce privacy by implementing multi-dimensional sensitivity-based anonymizationDisruption comparison for \(\overline{k}\) = 50 and the three data. We developed an equation to find a benchmark for the level of information loss, or the anonymization impact. Named as Disruption. This diagram shows four different datasets; Adult, Seer cancer, Heart disease data and Kasandr. Each dataset was anonymized by Top-Down specialization, Bottom Up Generalization, and our MDSBA. It was found that our method was the lowest DisruptedBack to article page