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Project description

SmartNoise: Tools for Differential Privacy

The SmartNoise tools allow researchers and analysts to:

Use SQL dialect to ceate differentially private results over tabular data stores
Host a service to compose queries from heterogeneous differential privacy modules (including non-SQL) against shared privacy budget
Perform privacy algorithm stochastic testing against differential privacy modules

The SmartNoise system is currently aimed at scenarios where the researcher is trusted by the data owner. Future releases will focus on hardened scenarios where the researcher or analyst is untrusted.

Project details

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0.1.4.2

Jul 8, 2021

0.1.4.1

Jun 15, 2021

0.1.4

May 6, 2021

0.1.3.1

Mar 3, 2021

0.1.3

Feb 23, 2021

0.1.2

Jan 15, 2021

0.1.1

Nov 4, 2020

This version

0.1.0.4

Oct 28, 2020

0.1.0.3

Sep 16, 2020

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