Sentence examples for maintain data utility from inspiring English sources

To maintain data utility, we must balance the number of iterations and the privacy budget spent on each iteration in the training process.

Based on these results, and to maintain data utility the authors and CIHI decided to use the 0.05 threshold for creating a PUMF, and use the PROV_ REGION and TOTAL_LOS_WEEKS data sets with the combinations suppression algorithm.

There appears an important relationship between the data utility and data minimization and most of the presented approaches maintain unlinkability through data minimization.

However, this work maintained the original transaction in the noised transaction in light of the fact that the goal is to prevent data utility deterioration while prevention the privacy violation.

What does data utility mean in this specific context?

The data utility can be measured by information loss metrics.

Next, we introduce differential privacy and data utility models.

Therefore, for large networks, maintaining utility information for every node can create significant scalability concerns.

Does the industry maintain such data?

Every BS aggregates the received utility values from different SUs and maintains a utility perception vector, (mathcal {U}), as shown in Eq. 16.

Feinstein maintains that data collection is not surveillance.