Resources
The Open GDA Score Project provides open-source software for attacks, utility measures, and anonymization mechanisms, as well as real datasets.
Software tools
Tools for generating GDA Scores may be found on the GitHub repository https://github.com/gda-score.
GDA Score Attack Library
A python class for managing all phases of an attack and computing the resulting GDA defense score.
Find out moreUtility Measure: Coverage
This tool measures the extent to which a given anonymization method hides data.
Find out moreUtility Measure: Accuracy of Distinct User Counts
This tool measures the error introduced by the anonymization method for queries that count the number of distinct users.
Find out moreDatabases
The GDA Score project offers a number of real databases that can be used to test and measure anonymization methods.
K-anonymized location data
This table holds the K-anonymized data for the trip time and location columns of the taxi dataset.
Find out moreRaw NYC Taxi Database
This database contains four hours of New York City taxi rides (from Jan. 8, 2013, 8AM to noon).
Find out moreRaw Scihub Database
This database contains one week’s worth of downloads from the Sci-Hub scientific papers free download system.
Find out moreQuery interfaces
The GDA Score project implements dynamic anonymization methods and opens interfaces to them.
Postgres Query Interface
The GDA Score project opens a postgres interface to the raw datasets as well as all static anonymized datasets.
Find out moreDiffix Query Interface
The GDA Score project provides both browser-based and postgres-based interfaces to Diffix.
Find out moreDifferential Privacy (Uber/Berkeley)
This interface gives access to the Differential Privacy implementation of Uber, co-developed at UC Berkeley.
Find out more