The Dependency Triad summarizes pairwise attribute dependence with three parameters and delivers a constant-time upper-bound estimate of correlation-induced privacy leakage.
Rappor: Randomized aggre- gatable privacy-preserving ordinal response,
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Dependency Triad: A Metric to Quantify the Dependencies Between Attributes for Local Differential Privacy
The Dependency Triad summarizes pairwise attribute dependence with three parameters and delivers a constant-time upper-bound estimate of correlation-induced privacy leakage.