rlwe x rgsw works
Janmajaya Mall janmajayamall@protonmail.com
Wed, 01 May 2024 16:45:17 +0530
3 files changed,
41 insertions(+),
61 deletions(-)
M
src/decomposer.rs
→
src/decomposer.rs
@@ -175,7 +175,7 @@ let limbs = decomposer.decompose(&value);
let value_back = decomposer.recompose(&limbs, &modq_op); let rounded_value = round_value(value, decomposer.ignore_bits) << decomposer.ignore_bits; - dbg!(rounded_value, value, value_back); + // dbg!(rounded_value, value, value_back); assert_eq!( rounded_value, value_back, "Expected {rounded_value} got {value_back} for q={q}"
M
src/random.rs
→
src/random.rs
@@ -8,7 +8,7 @@
use crate::utils::WithLocal; thread_local! { - pub(crate) static DEFAULT_RNG: RefCell<DefaultSecureRng> = RefCell::new(DefaultSecureRng::new()); + pub(crate) static DEFAULT_RNG: RefCell<DefaultSecureRng> = RefCell::new(DefaultSecureRng::new_seeded([0u8;32])); } pub(crate) trait NewWithSeed {@@ -102,19 +102,19 @@
impl RandomGaussianDist<u64> for DefaultSecureRng { type Parameters = u64; fn random_fill(&mut self, parameters: &Self::Parameters, container: &mut u64) { - // let o = rand_distr::Normal::new(0.0, 3.2f64) - // .unwrap() - // .sample(&mut self.rng) - // .round(); + let o = rand_distr::Normal::new(0.0, 3.2f64) + .unwrap() + .sample(&mut self.rng) + .round(); - // // let o = 0.0f64; + // let o = 0.0f64; - // let is_neg = o.is_sign_negative() && o != 0.0; - // if is_neg { - // *container = parameters - (o.abs() as u64); - // } else { - // *container = o as u64; - // } + let is_neg = o.is_sign_negative() && o != 0.0; + if is_neg { + *container = parameters - (o.abs() as u64); + } else { + *container = o as u64; + } } }@@ -140,21 +140,21 @@
impl RandomGaussianDist<[u64]> for DefaultSecureRng { type Parameters = u64; fn random_fill(&mut self, parameters: &Self::Parameters, container: &mut [u64]) { - // izip!( - // rand_distr::Normal::new(0.0, 3.2f64) - // .unwrap() - // .sample_iter(&mut self.rng), - // container.iter_mut() - // ) - // .for_each(|(oi, v)| { - // let oi = oi.round(); - // let is_neg = oi.is_sign_negative() && oi != 0.0; - // if is_neg { - // *v = parameters - (oi.abs() as u64); - // } else { - // *v = oi as u64; - // } - // }); + izip!( + rand_distr::Normal::new(0.0, 3.2f64) + .unwrap() + .sample_iter(&mut self.rng), + container.iter_mut() + ) + .for_each(|(oi, v)| { + let oi = oi.round(); + let is_neg = oi.is_sign_negative() && oi != 0.0; + if is_neg { + *v = parameters - (oi.abs() as u64); + } else { + *v = oi as u64; + } + }); } }
M
src/rgsw.rs
→
src/rgsw.rs
@@ -107,14 +107,12 @@ )
.for_each(|(to_ri, from_ri)| { to_ri.as_mut().copy_from_slice(from_ri.as_ref()); }); - // println!("RGSW key; coefficient {:?}", &data); // Send polynomials to evaluation domain let ring_size = data.dimension().1; let nttop = N::new(value.modulus, ring_size); data.iter_rows_mut() .for_each(|ri| nttop.forward(ri.as_mut())); - // println!("RGSW key; {:?}", &data); Self { data: data,@@ -676,7 +674,8 @@ ntt_op: &NttOp,
seed: R::Seed, rng: &mut R, ) where - <Mmut as Matrix>::R: RowMut + RowEntity + TryConvertFrom<[S], Parameters = Mmut::MatElement>, + <Mmut as Matrix>::R: + RowMut + RowEntity + TryConvertFrom<[S], Parameters = Mmut::MatElement> + Debug, Mmut::MatElement: Copy + Debug, Mmut: Debug, {@@ -688,7 +687,7 @@ assert!(m.as_ref().len() == ring_size);
// RLWE(-sm), RLWE(m) let (rlwe_dash_nsm, b_rlwe_dash_m) = out_rgsw.split_at_row_mut(d * 2); - dbg!(rlwe_dash_nsm.len(), b_rlwe_dash_m.len()); + let mut s_eval = Mmut::R::try_convert_from(s, &q); ntt_op.forward(s_eval.as_mut());@@ -702,7 +701,7 @@ b_rlwe_dash_nsm.iter_mut(),
gadget_vector.iter() ) .for_each(|(ai, bi, beta_i)| { - // Sample a_i and transform to evaluation domain + // Sample a_i RandomUniformDist::random_fill(rng, &q, ai.as_mut()); // a_i * s@@ -725,14 +724,10 @@ let mut a_rlwe_dash_m = {
// polynomials of part A of RLWE'(m) are sampled from seed let mut p_rng = R::new_with_seed(seed); let mut a = Mmut::zeros(d, ring_size); - a.iter_rows_mut().for_each(|ai| { - RandomUniformDist::random_fill(&mut p_rng, &q, ai.as_mut()); - ntt_op.forward(ai.as_mut()); - }); + a.iter_rows_mut() + .for_each(|ai| RandomUniformDist::random_fill(&mut p_rng, &q, ai.as_mut())); a }; - - // println!("RGSW sample RLWE'_A(m) {:?}", &a_rlwe_dash_m); izip!( a_rlwe_dash_m.iter_rows_mut(),@@ -740,11 +735,10 @@ b_rlwe_dash_m.iter_mut(),
gadget_vector.iter() ) .for_each(|(ai, bi, beta_i)| { - dbg!(&beta_i); - // ai * s - // ntt_op.forward(ai.as_mut()); + ntt_op.forward(ai.as_mut()); mod_op.elwise_mul_mut(ai.as_mut(), s_eval.as_ref()); + ntt_op.backward(ai.as_mut()); // beta_i * m mod_op.elwise_scalar_mul(scratch_space.as_mut(), m.as_ref(), beta_i);@@ -755,15 +749,6 @@ // e_i + beta_i * m + ai*s
mod_op.elwise_add_mut(bi.as_mut(), scratch_space.as_ref()); mod_op.elwise_add_mut(bi.as_mut(), ai.as_ref()); }); - - out_rgsw - .iter_rows_mut() - .for_each(|ri| ntt_op.forward(ri.as_mut())); - - // println!("RGSW key ex {:?}", &out_rgsw); - out_rgsw - .iter_rows_mut() - .for_each(|ri| ntt_op.backward(ri.as_mut())); } /// Encrypt polynomial m(X) as RLWE ciphertext.@@ -997,23 +982,22 @@ }
#[test] fn rlwe_by_rgsw_works() { - let logq = 50; + let logq = 24; let logp = 2; let ring_size = 1 << 4; let q = generate_prime(logq, ring_size, 1u64 << logq).unwrap(); let p = 1u64 << logp; - let d_rgsw = 10; - let logb = 5; + let d_rgsw = 2; + let logb = 12; let mut rng = DefaultSecureRng::new_seeded([0u8; 32]); let s = RlweSecret::random((ring_size >> 1) as usize, ring_size as usize); let mut m0 = vec![0u64; ring_size as usize]; - // RandomUniformDist::<[u64]>::random_fill(&mut rng, &(1u64 << logp), - // m0.as_mut_slice()); + RandomUniformDist::<[u64]>::random_fill(&mut rng, &(1u64 << logp), m0.as_mut_slice()); let mut m1 = vec![0u64; ring_size as usize]; - // m1[thread_rng().gen_range(0..ring_size) as usize] = 1; + m1[thread_rng().gen_range(0..ring_size) as usize] = 1; let ntt_op = NttBackendU64::new(q, ring_size as usize); let mod_op = ModularOpsU64::new(q);@@ -1041,8 +1025,6 @@ );
let rgsw_ct = RgswCiphertextEvaluationDomain::<_, DefaultSecureRng, NttBackendU64>::from( &seeded_rgsw_ct, ); - // println!("RGSW(m1) seeded: {:?}", &seeded_rgsw_ct); - // println!("RGSW(m1): {:?}", &rgsw_ct); // Encrypt m0 as RLWE(m0) let mut rlwe_seed = [0u8; 32];@@ -1062,7 +1044,6 @@ &ntt_op,
seeded_rlwe_in_ct.seed, &mut rng, ); - let mut rlwe_in_ct = RlweCiphertext::<Vec<Vec<u64>>, DefaultSecureRng>::from(&seeded_rlwe_in_ct);@@ -1100,7 +1081,6 @@ "Expected {:?} \n Got {:?}",
m0m1, m0m1_back ); - // dbg!(&m0m1_back, m0m1, q); } // #[test]