The GDA Score project provides a python package that automatically computes the GDA Score for various attacks. Examples of existing attacks are at https://github.com/gda-score/attacks. API documentation is at https://gda-score.github.io/gdaScore.m.html. The tool provides explicit API calls for selecting prior knowledge, running attack queries, making claims, and computing the final score.
Other software tools
Tools for generating GDA Scores may be found on the GitHub repository https://github.com/gda-score.
Utility 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 moreSingling Out Attack: Simple List Contents
This tool runs an attack based on simply requesting the database contents and checking for singling out.
Find out moreInference Attack: Simple List Contents
This tool runs an attack based on simply requesting the database contents and checking for inference.
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