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NIST Collaborative Research Cycle Data and Metrics Archive
This repository contains the collected resources submitted to and created by the NIST Collaborative Research Cycle (CRC) Data and Metrics Archive. The NIST Collaborative Research Cycle (CRC) is an ongoing effort to benchmark, compare, and investigate deidentification technologies. The program asks the research community to deidentify a compact and interesting dataset called the NIST Diverse Communities Data Excerpts, demographic data from communities across the U.S. sourced from the American Community Survey. This repository contains all of the submitted deidentified data instances each accompanied by a detailed abstract describing how the deidentified data were generated. We conduct an extensive standardized evaluation of each deidentified instance using a host of fidelity, utility, and privacy metrics, using out tool, SDNist. We?ve packaged the data, abstracts, and evaluation results into a human- and machine-readable archive.
Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | public |
| bureauCode |
[
"006:55"
]
|
| contactPoint |
{
"fn": "Gary Howarth II",
"hasEmail": "mailto:gary.howarth@nist.gov"
}
|
| describedBy | https://github.com/usnistgov/SDNist/tree/main/nist%20diverse%20communities%20data%20excerpts |
| description | This repository contains the collected resources submitted to and created by the NIST Collaborative Research Cycle (CRC) Data and Metrics Archive. The NIST Collaborative Research Cycle (CRC) is an ongoing effort to benchmark, compare, and investigate deidentification technologies. The program asks the research community to deidentify a compact and interesting dataset called the NIST Diverse Communities Data Excerpts, demographic data from communities across the U.S. sourced from the American Community Survey. This repository contains all of the submitted deidentified data instances each accompanied by a detailed abstract describing how the deidentified data were generated. We conduct an extensive standardized evaluation of each deidentified instance using a host of fidelity, utility, and privacy metrics, using out tool, SDNist. We?ve packaged the data, abstracts, and evaluation results into a human- and machine-readable archive. |
| distribution |
[
{
"title": "Collaborative Research Cycle Data and Metrics Archive",
"format": "Git repository",
"accessURL": "https://github.com/usnistgov/privacy_collaborative_research_cycle",
"description": "Deidentified data submitted to the CRC and their evaluation results."
}
]
|
| identifier | ark:/88434/mds2-3024 |
| issued | 2024-03-26 |
| keyword |
[
"Privacy",
"benchmarks",
"deidentified data",
"differential privacy",
"synthetic data"
]
|
| landingPage | https://data.nist.gov/od/id/mds2-3024 |
| language |
[
"en"
]
|
| license | https://www.nist.gov/open/license |
| modified | 2024-02-13 00:00:00 |
| programCode |
[
"006:045"
]
|
| publisher |
{
"name": "National Institute of Standards and Technology",
"@type": "org:Organization"
}
|
| theme |
[
"Information Technology:Data and informatics",
"Information Technology:Privacy",
"Information Technology:Software research"
]
|
| title | NIST Collaborative Research Cycle Data and Metrics Archive |
