Statements (22)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
differential privacy mechanism
|
| gptkbp:criteria |
output with probability proportional to exp(epsilon * utility / (2 * sensitivity))
|
| gptkbp:describedBy |
gptkb:Mechanism_Design_via_Differential_Privacy
|
| gptkbp:field |
computer science
data privacy |
| https://www.w3.org/2000/01/rdf-schema#label |
Exponential Mechanism
|
| gptkbp:introduced |
gptkb:Frank_McSherry
gptkb:Kunal_Talwar |
| gptkbp:introducedIn |
2007
|
| gptkbp:output |
discrete
categorical |
| gptkbp:parameter |
public utility
sensitivity privacy parameter epsilon |
| gptkbp:preserves |
differential privacy
|
| gptkbp:relatedTo |
gptkb:Gaussian_Mechanism
gptkb:Laplace_Mechanism |
| gptkbp:usedFor |
differential privacy
private optimization private selection |
| gptkbp:bfsParent |
gptkb:Differential_Privacy
|
| gptkbp:bfsLayer |
5
|