functional mechanism to run in linux online online with Winfy

We have hosted the application functional mechanism to run in linux online in order to run this application in our online workstations with Wine or directly.

Quick description about functional mechanism to run in linux online:

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.

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