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Accuracy-privacy trade-off

The accuracy-privacy trade-off refers to the trade-off between the privacy and the value of data. Data that is fully anonymized using traditional data anonymization techniques, so that an attacker cannot re-identify individuals is not of great value for statistical analysis. On the other hand, if data anonymization is insufficient, the data will be vulnerable to various privacy attacks.