Privacy preservation is a research area dedicated to the development of methods, techniques, and theoretical frameworks that enable the analysis, sharing, or publication of data while rigorously protecting the privacy of the individuals represented within that data. Its significance lies in facilitating valuable data utility while mitigating the risk of re-identification or inference of sensitive personal information through formal guarantees or practical anonymization strategies.