Description
Homomorphic Computations in R.
Description
Homomorphic computations in R for privacy-preserving applications. Currently only the Paillier Scheme is implemented.
README.md
homomorpheR
Install this package the usual way in R or via:
library(devtools)
install_github("bnaras/homomorpheR")
Two vignettes are provided:
vignette(package = "homomorpheR")
will list them after installation.
> vignette(package = "homomorpheR")
Vignettes in package 'homomorpheR':
introduction Introduction to Homomorphic Computation
(source, html)
homomorphing MLE using Homomorphic Computation (source,
html)
Then view, for example, as follows:
vignette("introduction", package="homomorpheR")
Three examples are provided:
- A quick and easy introduction to homomorphic computations
- An example of Homomorphic Maximum Likelihood Estimation for a Poisson parameter.
- A larger example of Homomorphic Computations for fitting a Stratified Cox Regression model where the data is distributed across sites.
Eventually, as this library becomes industrial strength, it will be incorporated into the computations defined in distcomp.