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Investigate algebras for measuring data leakage #51

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Cypher1 opened this issue Mar 14, 2022 · 0 comments
Open

Investigate algebras for measuring data leakage #51

Cypher1 opened this issue Mar 14, 2022 · 0 comments
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enhancement New feature or request Expressivity Related to expressivity Ibis Related to Ibis Raksha Parity Related to reaching parity with Raksha

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@Cypher1
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Cypher1 commented Mar 14, 2022

Current state

Ibis models leakage as binary leak/no-leak

Future work

We should use an algebra to model how much leakage there is of each different type of data. Possible approaches include differential privacy, LDP, k-anonymity.
@Cypher1 Cypher1 added enhancement New feature or request Expressivity Related to expressivity Raksha Parity Related to reaching parity with Raksha labels Mar 14, 2022
@Cypher1 Cypher1 closed this as completed Mar 14, 2022
@Cypher1 Cypher1 reopened this Mar 14, 2022
@Cypher1 Cypher1 added the Ibis Related to Ibis label Mar 15, 2022
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enhancement New feature or request Expressivity Related to expressivity Ibis Related to Ibis Raksha Parity Related to reaching parity with Raksha
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