Chorus: a Programming Framework for Building Scalable Differential
Privacy Mechanisms

Chorus: a Programming Framework for Building Scalable Differential Privacy Mechanisms

20 September 2018

Noah M. Johnson

J. M. Hellerstein

Papers citing "Chorus: a Programming Framework for Building Scalable Differential Privacy Mechanisms"

13 / 13 papers shown

Title
Femur: A Flexible Framework for Fast and Secure Querying from Public Key-Value Store Jingyang Zhang Liqiang Peng Mo Sha Wei Liu Xiang Li Sheng Wang Feifei Li Mingyu Gao H. Zhang 40 0 0 07 Mar 2025
Models Matter: Setting Accurate Privacy Expectations for Local and Central Differential Privacy Mary Anne Smart Priyanka Nanayakkara Rachel Cummings Gabriel Kaptchuk Elissa M. Redmiles 28 1 0 16 Aug 2024
Programming Frameworks for Differential Privacy Marco Gaboardi Michael Hay Salil P. Vadhan 35 1 0 17 Mar 2024
Qrlew: Rewriting SQL into Differentially Private SQL Nicolas Grislain Paul Roussel Victoria de Sainte Agathe 18 1 0 11 Jan 2024
Evaluating the Usability of Differential Privacy Tools with Data Practitioners Ivoline C. Ngong Brad Stenger Joseph P. Near Yuanyuan Feng 23 12 0 24 Sep 2023
Turbo: Effective Caching in Differentially-Private Databases Kelly Kostopoulou Pierre Tholoniat Asaf Cidon Roxana Geambasu Mathias Lécuyer 20 1 0 28 Jun 2023
A Path to Holistic Privacy in Stream Processing Systems Mikhail Fomichev 34 0 0 19 May 2023
No One Size (PPM) Fits All: Towards Privacy in Stream Processing Systems Mikhail Fomichev Manisha Luthra Maik Benndorf Pratyush Agnihotri 40 3 0 01 May 2023
Tumult Analytics: a robust, easy-to-use, scalable, and expressive framework for differential privacy Skye Berghel Philip Bohannon Damien Desfontaines Charles Estes Samuel Haney ... Tom Magerlein G. Miklau Amritha Pai William Sexton Ruchit Shrestha 15 21 0 08 Dec 2022
Widespread Underestimation of Sensitivity in Differentially Private Libraries and How to Fix It Sílvia Casacuberta Michael Shoemate Salil P. Vadhan Connor Wagaman 16 22 0 21 Jul 2022
Evaluation of Open-source Tools for Differential Privacy Shiliang Zhang Anton Hagermalm Sanjin Slavnic E. Schiller Magnus Almgren 15 7 0 19 Feb 2022
Private Quantiles Estimation in the Presence of Atoms Clément Lalanne C. Gastaud Nicolas Grislain Aurélien Garivier Rémi Gribonval 17 7 0 15 Feb 2022
LightDP: Towards Automating Differential Privacy Proofs Danfeng Zhang Daniel Kifer 43 72 0 27 Jul 2016