Sentence examples for private mechanism from inspiring English sources

To analyze the cumulative privacy loss, we obtain an \(O(\varepsilon^2)\) bound on the expected privacy loss from a single \(\varepsilon\ -differentially private mechanism.

E-mail was born as a default private mechanism.

If we manage to prove differential privacy for our choice of f, the proof is finished since a function applied to a differentially private mechanism can not destroy the differential privacy property (closure under post-processing property of differential privacy).

Algorithm 2 The ∈-differentially private mechanism for releasing the K most relevant SNPs using the exponential mechanism [ 4, 5].

Algorithm 1 The E-differentially private mechanism for releasing the K most relevant SNPs using the Laplace mechanism [ 3, 5, 8].

An array of public and private mechanisms exist to use payments to encourage responsible land management that preserves public benefits.

However, these public incentives also crowd out private mechanisms that subsidize these stores and internalize their benefits.

While some needed innovations can be fostered through existing public and private mechanisms at the national level, such efforts have proven inadequate to meet global sustainability goals, particularly with regard to meeting the needs of the world's poorest, most vulnerable or marginalized in current and future generations.

To truly change the industry, we must improve both public and private mechanisms of organizing, financing, and delivering care.

[ 5] has a more detailed discussion of the characteristics of all three differentially private mechanisms.

It has been suggested that there are "public" and "private" mechanisms of aging [ 39].