SDNist v2: Deidentified Data Report Tool
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.
Resources
| Name |
Format |
Description |
Link |
|
0 |
A Python repository of data and software to evaluate data deidentification techniques. |
https://github.com/usnistgov/SDNist/ |
Tags
- differential-privacy
- privacy
- synthetic-data
- private-information-sharing
- benchmarks