2 papers
cs.LG2025
Privacy-Preserving Fair Synthetic Tabular Data
Fatima J. Sarmin, Atiquer R. Rahman, Christopher J. Henry +1
Sharing of tabular data containing valuable but private information is limited due to legal and ethical issues. Synthetic data could be an alternative solution to this sharing prob…
cs.CR2025
Synthetic Data: Revisiting the Privacy-Utility Trade-off
Fatima Jahan Sarmin, Atiquer Rahman Sarkar, Yang Wang +1
Synthetic data has been considered a better privacy-preserving alternative to traditionally sanitized data across various applications. However, a recent article challenges this no…