GDA Score Attack Library

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/common. 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.

 

 

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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.

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Generate Defense Summary Graph

This tool generates a summary defense graph from a defense score.

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Inference Attack: Simple List Contents

This tool runs an attack based on simply requesting the database contents and checking for inference.

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