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| template<domain D :shared3p > |
| D float32 | fiveNumberSummary (D int32 data, D bool isAvailable) |
| |
| template<domain D :shared3p > |
| D float64 | fiveNumberSummary (D int64 data, D bool isAvailable) |
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| template<domain D :shared3p > |
| D float32 | fiveNumberSummary (D float32 data, D bool isAvailable) |
| |
| template<domain D :shared3p > |
| D float64 | fiveNumberSummary (D float64 data, D bool isAvailable) |
| |
Find the minimum, lower quartile, median, upper quartile and maximum of a sample.
- Note
- D - shared3p protection domain
-
Supported types - int32 / int64 / float32 / float64
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A version of this function which hides the sample size was implemented for the paper "Going Beyond Millionaires:
Privacy-Preserving Statistical Analysis" but is not included due to private integer division not working.
- Parameters
-
| data | - input sample |
| isAvailable | - vector indicating which elements of the input sample are available |
- Returns
- returns a vector containing the minimum, lower quartile, median, upper quartile and maximum of the input sample (in that order). If the input size is less than five, a vector of zeroes is returned.
- Leakage
- Leaks the number of true values in isAvailable
◆ fiveNumberSummary() [1/4]
template<domain D :shared3p >
| D float32 fiveNumberSummary |
( |
D float32 |
data, |
|
|
D bool |
isAvailable |
|
) |
| |
◆ fiveNumberSummary() [2/4]
template<domain D :shared3p >
| D float64 fiveNumberSummary |
( |
D float64 |
data, |
|
|
D bool |
isAvailable |
|
) |
| |
◆ fiveNumberSummary() [3/4]
template<domain D :shared3p >
| D float32 fiveNumberSummary |
( |
D int32 |
data, |
|
|
D bool |
isAvailable |
|
) |
| |
◆ fiveNumberSummary() [4/4]
template<domain D :shared3p >
| D float64 fiveNumberSummary |
( |
D int64 |
data, |
|
|
D bool |
isAvailable |
|
) |
| |
