Measuring pattern retention in anonymized data -- where one measure is not enough

Sam Fletcher, Md Zahidul Islam

In this paper, we explore how modifying data to preserve privacy affects the quality of the patterns discoverable in the data. For any analysis of modified data to be worth doing,…