Software tools

Tools for generating and displaying 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.

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Utility Measure: Coverage

This tool measures the extent to which a given anonymization method hides data.

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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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Singling Out Attack: Simple List Contents

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

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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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Generate Utility Summary Graph

This tool generates a summary utility graph from the utility score.

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Generate Defense Summary Graph

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

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