197 citations · 370 across the 5 of their papers we have counts for
5 papers · 1 filter
HEIR: A Universal Compiler for Homomorphic Encryption
Asra Ali, Jaeho Choi, Bryant Gipson +7
This work presents Homomorphic Encryption Intermediate Representation (HEIR), a unified approach to building homomorphic encryption (HE) compilers. HEIR aims to support all mainstr…
A General Purpose Transpiler for Fully Homomorphic Encryption
Shruthi Gorantala, Rob Springer, Sean Purser-Haskell +22
Fully homomorphic encryption (FHE) is an encryption scheme which enables computation on encrypted data without revealing the underlying data. While there have been many advances in…
Differentially private partition selection
Damien Desfontaines, James Voss, Bryant Gipson +1
Many data analysis operations can be expressed as a GROUP BY query on an unbounded set of partitions, followed by a per-partition aggregation. To make such a query differentially p…
Google COVID-19 Community Mobility Reports: Anonymization Process Description (version 1.1)
Ahmet Aktay, Shailesh Bavadekar, Gwen Cossoul +21
This document describes the aggregation and anonymization process applied to the initial version of Google COVID-19 Community Mobility Reports (published at http://google.com/covid…
Differentially Private SQL with Bounded User Contribution
Royce J Wilson, Celia Yuxin Zhang, William Lam +3
Differential privacy (DP) provides formal guarantees that the output of a database query does not reveal too much information about any individual present in the database. While ma…