Construct · 1 fields · 1 citations

Laplace mechanism: a standalone construct

One name. One construct. A landmark on the map.

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Information privacy

a differentially private mechanism that adds Laplace noise scaled to how much one person's data can change a query's answer.

In information privacy, Laplace mechanism refers to a differentially private mechanism that adds Laplace noise scaled to how much one person's data can change a query's answer. This meaning comes from Dwork (2006) in Lecture Notes in Computer Science.[1]

Unit
Recovery means
Measured by

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Nearby constructs

information4 fields · 5 citationsjingle · one word, four constructs mechanism4 fields · 4 citationsjingle · one word, four constructs noise4 fields · 5 citationsjingle · one word, four constructs

References

Dwork, C., McSherry, F., Nissim, K., & Smith, A. (2006). Calibrating Noise to Sensitivity in Private Data Analysis. In Lecture Notes in Computer Science (pp. 265-284). Springer Berlin Heidelberg. https://doi.org/10.1007/11681878_14

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