Research Article

Open Data Release and Privacy Concerns: Complexity in Mitigating Vulnerability with Controlled Perturbation

Table 7

Results of quality parameters of the food establishment data set after applying 2-anonymity, 4-anonymity, and 6-anonymity.

Model2-anonymity4-anonymity6-anonymity

Gen. intensity15.423436.699846.69984
Granularity16.127037.250197.25019
N.-U. entropy13.068634.919854.91985
Discernibility16.117567.23997.2399
Record-level squared error14.992716.264576.26457
Attribute-level squared error18.147748.740098.74009