Functional Mechanism
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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.
Differential Privacy, Regressions, Objective Perturbation
Free download from Shareware Connection - Functional Mechanism is a differentially private method designed for a large class of optimization-based analyses.
Version: 1.0 | Size: 5 KB | Platform: WinOther
Released Date: | Rating: 0 | Title: Functional Mechanism
Author Url: http://sourceforge.net/projects/functionalmecha
Program Info Url: http://sourceforge.net/projects/functionalmecha
Download Url: http://sourceforge.net/projects/functionalmecha/files/latest/download?source=directory
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