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Functional Mechanism to run in Linux online download for L

Free download Functional Mechanism to run in Linux online Linux app to run online in Ubuntu online, Fedora online or Debian online

This is the Linux app named Functional Mechanism to run in Linux online whose latest release can be downloaded as Functional_Mechanism.zip. It can be run online in the free hosting provider OnWorks for workstations.

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Functional Mechanism to run in Linux online


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DESCRIPTION

Functional Mechanism is a differentially private method designed for a large class of optimization-based analyses. The main idea is to enforce epsilon-differential privacy by perturbing the objective function of the optimization problem, rather than its results.

Please cite the following paper if you choose to use this code:
J. Zhang, Z. Zhang, X. Xiao, Y. Yang, and M. Winslett. Functional Mechanism: Regression Analysis under Differential Privacy. PVLDB 5(11):1364-1375, 2012.

Features

  • Differential Privacy
  • Regressions
  • Objective Perturbation


Programming Language

MATLAB



This is an application that can also be fetched from https://sourceforge.net/projects/functionalmecha/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.


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