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.
| Model | 2-anonymity | 4-anonymity | 6-anonymity |
| Gen. intensity | 15.42343 | 6.69984 | 6.69984 | Granularity | 16.12703 | 7.25019 | 7.25019 | N.-U. entropy | 13.06863 | 4.91985 | 4.91985 | Discernibility | 16.11756 | 7.2399 | 7.2399 | Record-level squared error | 14.99271 | 6.26457 | 6.26457 | Attribute-level squared error | 18.14774 | 8.74009 | 8.74009 |
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