3 papers
cs.CR2018
Chorus: a Programming Framework for Building Scalable Differential Privacy Mechanisms
Noah Johnson, Joseph P. Near, Joseph M. Hellerstein +1
Differential privacy is fast becoming the gold standard in enabling statistical analysis of data while protecting the privacy of individuals. However, practical use of differential…
cs.CR2018
Ekiden: A Platform for Confidentiality-Preserving, Trustworthy, and Performant Smart Contract Execution
Raymond Cheng, Fan Zhang, Jernej Kos +6
Smart contracts are applications that execute on blockchains. Today they manage billions of dollars in value and motivate visionary plans for pervasive blockchain deployment. While…
cs.CR2017
Towards Practical Differential Privacy for SQL Queries
Noah Johnson, Joseph P. Near, Dawn Song
Differential privacy promises to enable general data analytics while protecting individual privacy, but existing differential privacy mechanisms do not support the wide variety of…