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040 |aCaOODSP|beng|erda|cCaOODSP
043 |an-cn---
0861 |aCS11-522/2024-1-16E-PDF
1001 |aYu, Zhe Si, |eauthor.
24510|aSynthetic data disclosure risk assessment : |ba literature review / |cby Zhe Si Yu.
2461 |iAt head of title: |aProceedings of Statistics Canada Symposium 2024 : |bthe future of official statistics
264 1|a[Ottawa] : |bStatistics Canada = Statistique Canada, |cSeptember 8, 2025.
300 |a1 online resource (8 unnumbered pages).
336 |atext|btxt|2rdacontent
337 |acomputer|bc|2rdamedia
338 |aonline resource|bcr|2rdacarrier
4901 |a[Statistics Canada international symposium series : proceedings], |x1709-8211
500 |aTitle from cover.
500 |aIssued also in French under title: Évaluation du risque de divulgation de données synthétiques : une revue de littérature.
504 |aIncludes bibliographical references.
5203 |a"The adoption of synthetic data generation as a confidentiality measure is increasing in statistical agencies worldwide, including at Statistics Canada. This approach provides an alternative to the traditional dissemination of anonymized public microdata files, offering both privacy protection and data utility. However, the creation of synthetic data presents challenges in assessing and mitigating disclosure risks. This paper reviews the different types of disclosure risks, that being attribute, membership and identify disclosure, and presents some of the associated methods for measuring risk"--Abstract, page [2].
650 0|aConfidential communications|xStatistical services|zCanada.
650 0|aDisclosure of information|zCanada.
7102 |aStatistics Canada, |eissuing body.
77508|tÉvaluation du risque de divulgation de données synthétiques : |w(CaOODSP)9.966529
830#0|aStatistics Canada international symposium series - proceedings,|x1709-8211|w(CaOODSP)9.505681
85640|qPDF|s376 KB|uhttps://publications.gc.ca/collections/collection_2026/statcan/11-522-x/CS11-522-2024-1-16-eng.pdf
986 |a11-522-X