Comparison of anonymization techniques regarding statistical reproducibility
None of the anonymization methods reproduced all outputs and results. A trade-off has to be find between context risk and the usefulness of data to answer the research question.
Authors
- Charles Monteil
- Laetitia Vinet
- Camille Bachot
- Romain Jegou
- Nadir Sella (ORCID: https://orcid.org/0000-0002-4231-8573)
- Mathieu Boucher
- D. Pau (ORCID: https://orcid.org/0000-0001-7664-4521)
Institutions
- Roche (France) (FR)
Publication Details
- Journal
- PLOS Digital Health
- Published
- 2025-02-03
- DOI
- https://doi.org/10.1371/journal.pdig.0000735
- Citations
- 5
- Primary Topic
- Privacy-Preserving Technologies in Data
- Type
- article
- Field-Weighted Citation Impact
- 12.40
Funders
- F. Hoffmann-La Roche