Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
privacy model
|
| gptkbp:appliesTo |
centralized data
|
| gptkbp:category |
privacy-preserving data analysis
|
| gptkbp:contrastsWith |
gptkb:Local_Differential_Privacy
|
| gptkbp:field |
data privacy
|
| gptkbp:goal |
protect individual privacy in datasets
|
| gptkbp:guarantees |
output indistinguishability
|
| https://www.w3.org/2000/01/rdf-schema#label |
Global Differential Privacy
|
| gptkbp:introduced |
gptkb:Cynthia_Dwork
|
| gptkbp:introducedIn |
2006
|
| gptkbp:mechanismOfAction |
Exponential mechanism
Gaussian mechanism Laplace mechanism |
| gptkbp:parameter |
privacy budget (epsilon)
|
| gptkbp:relatedTo |
gptkb:Differential_Privacy
|
| gptkbp:requires |
trusted data curator
|
| gptkbp:usedBy |
gptkb:Apple
gptkb:Google gptkb:US_Census_Bureau |
| gptkbp:usedIn |
gptkb:machine_learning
statistical analysis |
| gptkbp:bfsParent |
gptkb:Differential_Privacy
|
| gptkbp:bfsLayer |
5
|