---
title: Private analytics via zero-trust aggregation
source: Google Research
source_slug: google
url: https://research.google/blog/private-analytics-via-zero-trust-aggregation/
published: 2026-05-27
fetched: 2026-05-29T14:00:46+00:00
ingested: true
---

## Acknowledgements

_The contents of this blogpost reflect the contributions of many people, including Bruno Alves, Carlos Balduz, Nacho Ballester Tester, James Bell-Clark, Oleg Chernyakhovskiy, Stanislav Chiknavaryan, Jim Choncholas, Stefan Dierauf, Emily Glanz, Shruthi Gorantala, Mira Holford, Mihaela Ion, Artem Lagzdin, Jean-Christophe Lilot, Peter Kairouz, Jonathan Katz, Baiyu Li, Ben Kreuter, Brett McLarnon, Mekhola Mukherjee, Amanda Nascimento, Timon Van Overveldt, Javed Ramjohn,_ _Phillipp Schoppmann, Karn Seth, Debora Silva, Rakshita Tandon, and Pierre Tholoniat. We would like to thank Elie Bursztein, Bryant Gipson, Marco Gruteser, Alex Freire, Xavier Llorà, Dan Ramage, David Sehr, and Amanda Walker for their leadership and Corinna Cortes, Brian Roddy, Pankaj Rohatgi, and Eduardo Tejada for their continued support._