SDNist v2: Deidentified Data Report Tool
SDNist v2 is a Python package that provides benchmark data and evaluation metrics for deidentified data generators.This version of SDNist supports using the NIST Diverse Communities Data Excerpts, a geographically partitioned, limited feature data set.The deidentified data report evaluates utility and privacy of a given deidentified dataset and generates a summary quality report with performance of a deidentified dataset enumerated and illustrated for each utility and privacy metric.
Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | public |
| accrualPeriodicity | irregular |
| bureauCode |
[
"006:55"
]
|
| contactPoint |
{
"fn": "Gary Howarth II",
"hasEmail": "mailto:gary.howarth@nist.gov"
}
|
| description | SDNist v2 is a Python package that provides benchmark data and evaluation metrics for deidentified data generators.This version of SDNist supports using the NIST Diverse Communities Data Excerpts, a geographically partitioned, limited feature data set.The deidentified data report evaluates utility and privacy of a given deidentified dataset and generates a summary quality report with performance of a deidentified dataset enumerated and illustrated for each utility and privacy metric. |
| distribution |
[
{
"title": "SDNist v2",
"format": "Python repository",
"accessURL": "https://github.com/usnistgov/SDNist/",
"description": "A Python repository of data and software to evaluate data deidentification techniques."
}
]
|
| identifier | ark:/88434/mds2-2943 |
| issued | 2023-05-12 |
| keyword |
[
"benchmarks",
"differential privacy",
"privacy",
"private information sharing",
"synthetic data"
]
|
| landingPage | https://github.com/usnistgov/SDNist |
| language |
[
"en"
]
|
| license | https://www.nist.gov/open/license |
| modified | 2023-03-13 00:00:00 |
| programCode |
[
"006:045"
]
|
| publisher |
{
"name": "National Institute of Standards and Technology",
"@type": "org:Organization"
}
|
| theme |
[
"Information Technology:Artificial Intelligence",
"Information Technology:Privacy",
"Information Technology:Software research"
]
|
| title | SDNist v2: Deidentified Data Report Tool |
