2 papers
cs.LG2023
Private and Communication-Efficient Algorithms for Entropy Estimation
Gecia Bravo-Hermsdorff, Róbert Busa-Fekete, Mohammad Ghavamzadeh +2
Modern statistical estimation is often performed in a distributed setting where each sample belongs to a single user who shares their data with a central server. Users are typicall…
cs.DS2022
Statistical anonymity: Quantifying reidentification risks without reidentifying users
Gecia Bravo-Hermsdorff, Robert Busa-Fekete, Lee M. Gunderson +2
Data anonymization is an approach to privacy-preserving data release aimed at preventing participants reidentification, and it is an important alternative to differential privacy i…