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

<table class="table-group" id="tab8"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Model</td><td class="align_center">2-anonymity, 2-diversity</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Gen. intensity</td><td class="align_center">21.73349</td></tr><tr><td class="align_left">Granularity</td><td class="align_center">22.83501</td></tr><tr><td class="align_left">N.-U. entropy</td><td class="align_center">19.25503</td></tr><tr><td class="align_left">Discernibility</td><td class="align_center">22.81606</td></tr><tr><td class="align_left">Record-level squared error</td><td class="align_center">99.96683</td></tr><tr><td class="align_left">Attribute-level squared error</td><td class="align_center">21.27768</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Results of quality parameters of the food establishment data set after applying 2-anonymity, 2-diversity.</div>

Journal of Food Quality

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Table 8

Table 8: Open Data Release and Privacy Concerns: Complexity in Mitigating Vulnerability with Controlled Perturbation 