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.
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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 |
