The total privacy loss (ε_total) from releasing multiple statistics depends on whether they are computed on:
The same dataset (sequential composition)
Disjoint datasets (parallel composition)
Scenario | Total Privacy Loss (ε_total) |
---|---|
Same dataset | ε₁ + ε₂ = 0.6 |
Disjoint datasets | max(ε₁, ε₂) = 0.5 |
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