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laplace-mechanism

Here are 3 public repositories matching this topic...

Lanping-Tech / DP-Pytorch

An example of differential privacy with laplace mechanism in federated learning using Pytorch

pytorch differential-privacy federated-learning laplace-mechanism

Updated Apr 6, 2022
Python

donlapark / Dirichlet-Mechanism

The Dirichlet Mechanism for Differentially Private KL Divergence Minimization

machine-learning naive-bayes naive-bayes-classifier naive-bayes-algorithm likelihood maximum-likelihood naive-bayes-classification differential-privacy maximum-likelihood-estimation kl-divergence dirichlet-distribution dirichlet-multinomial laplace-mechanism gaussian-mechanism

Updated Mar 27, 2023
Jupyter Notebook

OmamaRawahi / Data-Privacy

Data privacy

python data-privacy re-identification generalization de-identification k-anonymity laplace-mechanism linkage-attack differencing-attack

Updated Dec 8, 2023
Jupyter Notebook

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