2 papers
cs.IT2026
Private Sum Computation: Trade-Offs between Communication, Randomness, and Privacy
Remi A. Chou, Joerg Kliewer, Aylin Yener
Consider multiple users and a fusion center. Each user possesses a sequence of bits and can communicate with the fusion center through a one-way public channel. The fusion center's…
cs.IT2025
Minimax Data Sanitization with Distortion Constraint and Adversarial Inference
Amirarsalan Moatazedian, Yauhen Yakimenka, Rémi A. Chou +1
We study a privacy-preserving data-sharing setting where a privatizer transforms private data into a sanitized version observed by an authorized reconstructor and two unauthorized…