00000cam 2200000zi 4500 9.966524 CaOODSP 20261006093444 m o d f cr cn||||||||| 261006e20250908onc ob f000 0 eng d CaOODSP eng rda CaOODSP n-cn--- CS11-522/2024-1-16E-PDF Yu, Zhe Si, author. Synthetic data disclosure risk assessment : a literature review / by Zhe Si Yu. At head of title: Proceedings of Statistics Canada Symposium 2024 : the future of official statistics [Ottawa] : Statistics Canada = Statistique Canada, September 8, 2025. 1 online resource (8 unnumbered pages). text txt rdacontent computer c rdamedia online resource cr rdacarrier [Statistics Canada international symposium series : proceedings], 1709-8211 Title from cover. Issued also in French under title: Évaluation du risque de divulgation de données synthétiques : une revue de littérature. Includes bibliographical references. "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]. Confidential communications Statistical services Canada. Disclosure of information Canada. Statistics Canada, issuing body. Évaluation du risque de divulgation de données synthétiques : (CaOODSP)9.966529 Statistics Canada international symposium series - proceedings, 1709-8211 (CaOODSP)9.505681 PDF 376 KB https://publications.gc.ca/collections/collection_2026/statcan/11-522-x/CS11-522-2024-1-16-eng.pdf 11-522-X