--- title: "BFV-multiply" output: rmarkdown::html_vignette vignette: > %\VignetteIndexEntry{BFV-multiply} %\VignetteEngine{knitr::rmarkdown} %\VignetteEncoding{UTF-8} --- ```{r, include = FALSE} knitr::opts_chunk$set( collapse = TRUE, comment = "#>" ) ``` Load libraries that will be used. ```{r libraries} library(polynom) library(HomomorphicEncryption) ``` Set some parameters. ```{r params} d = 4 n = 2^d p = (n/2)-1 q = 424242 pm = GenPolyMod(n) ``` Set a working seed for random numbers ```{r} set.seed(123) ``` Create the secret key and the polynomials a and e, which will go into the public key ```{r} # generate a secret key s = GenSecretKey(n) # generate a a = GenA(n, q) # generate the error e = GenError(n) ``` Generate the public key. ```{r} # generate the public key pk0 = GenPubKey0(a, s, e, pm, q) pk1 = GenPubKey1(a) ``` Create polynomials for the encryption ```{r} # polynomials for encryption e1 = GenError(n) e2 = GenError(n) u = GenU(n) ``` Now create to messages to multiply. ```{r} m1 = polynomial(c(3, 2, 2)) m2 = polynomial(c(0, 2 )) ``` Encrypt the two messages (i.e. genete the ct0 and ct1 part for each m1 and m2). ```{r} m1_ct0 = EncryptPoly0(m1, pk0, u, e1, p, pm, q) m1_ct1 = EncryptPoly1( pk1, u, e2, pm, q) m2_ct0 = EncryptPoly0(m2, pk0, u, e1, p, pm, q) m2_ct1 = EncryptPoly1( pk1, u, e2, pm, q) ``` Multiply the encrypted messages. ```{r} multi_ct0 = m1_ct0 * m2_ct0 * (p/q) multi_ct0 = multi_ct0 %% pm multi_ct0 = CoefMod(multi_ct0, q) multi_ct0 = round(multi_ct0) multi_ct1 = (m1_ct0 * m2_ct1 + m1_ct1 * m2_ct0) * (p/q) multi_ct1 = multi_ct1 %% pm multi_ct1 = CoefMod(multi_ct1, q) multi_ct1 = round(multi_ct1) multi_ct2 = (m1_ct1 * m2_ct1) * (p/q) multi_ct2 = multi_ct2 %% pm multi_ct2 = CoefMod(multi_ct2, q) multi_ct2 = round(multi_ct2) ``` Decrypt the multiple ```{r} decrypt = (multi_ct2 * s^2) + (multi_ct1 * s) + multi_ct0 decrypt = decrypt %% pm decrypt = CoefMod(decrypt, q) # rescale decrypt = decrypt * p/q # round then mod p decrypt = CoefMod(round(decrypt), p) print(decrypt) ```