No Anonymization

For comparison purposes, scores for queries against the raw data are provided. As one would expect, utility is perfect and defense is bad. Only a few examples are shown.

Scores for Algorithm No Anonymization

For comparison purposes, scores for queries against the raw data are provided. As one would expect, utility is perfect and defense is bad. Only a few examples are shown.

Utility: Simple UID Count, Census Table

Utility: Simple UID Count, Census Table

Utility: Simple UID Count, Banking Transactions Table

Utility: Simple UID Count, Banking Transactions Table

Defense: Simple List Inference, Taxi Table

Defense: Simple List Inference, Taxi Table

Defense: Simple List Singling Out, Banking Accounts Table

Defense: Simple List Singling Out, Banking Accounts Table

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