homomorpheR: Homomorphic computations in R

homomorpheR is a start at a rudimentary package for homomorphic computations in R. The goal is to collect homomorphic encryption schemes in this package for privacy-preserving distributed computations; for example, applications of the sort immplemented in package distcomp.

Details

At the moment, only one scheme is implemented, the Paillier scheme. The current implementation makes no pretense at efficiency and also uses direct translations of other implementations, particularly the one in Javascript.

For a quick overview of the features, refer to the vignettes in this package.

References

Homomorphic Encryyption

Paillier Encryption

See also

Useful links:

• https://github.com/bnaras/homomorpheR

• Report bugs at https://github.com/bnaras/homomorpheR/issues

Author

Maintainer: Balasubramanian Narasimhan naras@stat.Stanford.EDU

Examples

keys <- PaillierKeyPair$new(1024) # Generate new key pair
encryptAndDecrypt <- function(x) keys$getPrivateKey()$decrypt(keys$pubkey$encrypt(x))
a <- gmp::as.bigz(1273849)
identical(a + 10L, encryptAndDecrypt(a+10L))
#> [1] TRUE
x <- lapply(1:100, function(x) random.bigz(nBits = 512))
edx <- lapply(x, encryptAndDecrypt)
identical(x, edx)
#> [1] TRUE