The GDA Score project provides a python class to support computing GDA defense scores for various attacks. The tool may be found in gdaScore.py at https://github.com/gda-score/code/tree/master/gdascore. 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 moreGenerate Defense Summary Graph
This tool generates a summary defense graph from a defense score.
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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