Sentence examples for privacy budgeting from inspiring English sources

And yet again, design of an optimal privacy budgeting strategy is a great challenge [16].

The situation gets worse if the given privacy budget is small.

The proposed algorithm provides high classification accuracy, when the labeled data is limited and when the privacy budget is small, under differential privacy.

These illustrations are also used to explain related concepts, such as composition (the accumulation of risk across multiple analyses), privacy loss parameters, and privacy budgets.

Division of privacy budget.

a. Instead of equally dividing the privacy budget to each layer of decision tree [35], design an adjustable privacy budget assignment strategy.

Data provider Data provider sets several privacy parameters (e.g. privacy budget, etc).

This can include increasing privacy budget parameter and studying its effectiveness on specific industrial applications.

Without processing the original data q, Stage 3 consumes no privacy budget.

After a series of queries exhausts the privacy budget, the user needs to be killed.

The magnitude of noise alludes to privacy budget and global sensitivity [13 15].