Statistical Disclosure Control¶
Hundepool, A., Domingo‐Ferrer, J., Franconi, L., Giessing, S., Nordholt, E. S., Spicer, K., & de Wolf, P. (2012). Statistical Disclosure Control. Wiley.
Cited by¶
2 citations across 2 artifacts.
Each citation links to the sentence it supports in the citing article.
Primes¶
- Minimum-Necessary Disclosure
- Discovery in litigation — parties produce documents responsive and within scope; over-production is a sanctionable failure of the producer's projection. Statistical-disclosure control — agencies release aggregates and synthetic microdata; cell suppression and noise addition are source-side projections.
This sourceStandard reference on cell suppression, noise addition, and synthetic microdata — source-side projections balancing confidentiality against statistical utility.
- Discovery in litigation — parties produce documents responsive and within scope; over-production is a sanctionable failure of the producer's projection. Statistical-disclosure control — agencies release aggregates and synthetic microdata; cell suppression and noise addition are source-side projections.
Mechanisms¶
- Residual Leakage Review Board
- This is the governance face of statistical disclosure control — the discipline of trading a bounded, explicitly-accepted disclosure risk for data utility.
This sourceFrames statistical disclosure control as keeping disclosure risk below a tolerable threshold while preserving data utility.
- This is the governance face of statistical disclosure control — the discipline of trading a bounded, explicitly-accepted disclosure risk for data utility.
Verification¶
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Links previously used in the corpus¶
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Registry ID ref:185add92f6f7 · see in the full table