2 papers
cs.CR2026
Lambda-randomization: multi-dimensional randomized response made easy
Nicolas Ruiz
Randomized response is a popular local anonymization approach that can deliver anonymized multi-dimensional data sets with rigorous privacy guarantees. At the same time, it can ens…
stat.ME2025
Bistochastically private release of longitudinal data
Nicolas Ruiz
Although the bulk of the research in privacy and statistical disclosure control is designed for cross-sectional data, i.e. data where individuals are observed at one single point i…