FIGURE 11.

Empirically established trade-off between privacy and fidelity across synthetization and perturbation approaches. Fidelity is displayed as the ratio F³ (T,S)/F³ (T,H), as the holdout dataset serves as maximum attainable reference point. In contrast to synthesized data, perturbation techniques fail to protect privacy without sacrificing fidelity.