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Refactor of GGSW key-switch to enable easier implementation of GGSW automorphism

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This commit is contained in:
Jean-Philippe Bossuat
2025-05-20 17:42:43 +02:00
parent a803127424
commit 640ff9ea61
9 changed files with 404 additions and 288 deletions
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332
core/src/ggsw_ciphertext.rs
View File

@@ -1,7 +1,8 @@
use base2k::{
Backend, FFT64, MatZnxDft, MatZnxDftAlloc, MatZnxDftOps, MatZnxDftScratch, MatZnxDftToMut, MatZnxDftToRef, Module, ScalarZnx,
ScalarZnxDft, ScalarZnxDftToRef, ScalarZnxToRef, Scratch, VecZnxAlloc, VecZnxBigAlloc, VecZnxBigOps, VecZnxBigScratch,
VecZnxDftAlloc, VecZnxDftOps, VecZnxDftToMut, VecZnxDftToRef, VecZnxOps, ZnxInfos, ZnxZero,
ScalarZnxDft, ScalarZnxDftToRef, ScalarZnxToRef, Scratch, VecZnx, VecZnxAlloc, VecZnxBigAlloc, VecZnxBigOps,
VecZnxBigScratch, VecZnxDft, VecZnxDftAlloc, VecZnxDftOps, VecZnxDftToMut, VecZnxDftToRef, VecZnxOps, VecZnxToMut,
VecZnxToRef, ZnxInfos, ZnxZero,
};
use sampling::source::Source;
@@ -81,6 +82,26 @@ impl GGSWCiphertext<Vec<u8>, FFT64> {
+ module.bytes_of_vec_znx_dft(rank + 1, size)
}
pub(crate) fn expand_row_scratch_space(module: &Module<FFT64>, self_size: usize, tsk_size: usize, rank: usize) -> usize {
let tmp_dft_i: usize = module.bytes_of_vec_znx_dft(rank + 1, tsk_size);
let tmp_dft_col_data: usize = module.bytes_of_vec_znx_dft(1, self_size);
let vmp: usize = tmp_dft_col_data + module.vmp_apply_tmp_bytes(self_size, self_size, self_size, rank, rank, tsk_size);
let tmp_idft: usize = module.bytes_of_vec_znx_big(1, tsk_size);
let norm: usize = module.vec_znx_big_normalize_tmp_bytes();
tmp_dft_i + ((tmp_dft_col_data + vmp) | (tmp_idft + norm))
}
pub(crate) fn keyswitch_internal_col0_scratch_space(
module: &Module<FFT64>,
out_size: usize,
in_size: usize,
ksk_size: usize,
rank: usize,
) -> usize {
GLWECiphertext::keyswitch_from_fourier_scratch_space(module, out_size, rank, in_size, rank, ksk_size)
+ module.bytes_of_vec_znx_dft(rank + 1, in_size)
}
pub fn keyswitch_scratch_space(
module: &Module<FFT64>,
out_size: usize,
@@ -89,17 +110,12 @@ impl GGSWCiphertext<Vec<u8>, FFT64> {
tsk_size: usize,
rank: usize,
) -> usize {
let tmp_dft_out: usize = module.bytes_of_vec_znx_dft(rank + 1, out_size);
let vmp_ksk: usize = module.bytes_of_vec_znx_dft(rank + 1, in_size)
+ GLWECiphertextFourier::keyswitch_scratch_space(module, out_size, rank, in_size, rank, ksk_size);
let tmp_c0: usize = module.bytes_of_vec_znx_big(1, out_size);
let tmp_dft_i: usize = module.bytes_of_vec_znx_dft(rank + 1, tsk_size);
let vmp_tsk: usize = module.bytes_of_vec_znx_dft(1, out_size)
+ module.vmp_apply_tmp_bytes(out_size, out_size, rank + 1, rank + 1, rank + 1, tsk_size);
let tmp_idft: usize = module.bytes_of_vec_znx_big(1, tsk_size);
let tmp_znx_small: usize = module.bytes_of_vec_znx(1, out_size);
let norm: usize = module.vec_znx_big_normalize_tmp_bytes();
tmp_dft_out + (vmp_ksk | (tmp_c0 + tmp_dft_i + (vmp_tsk | (tmp_idft + tmp_znx_small + norm))))
let res_znx: usize = module.bytes_of_vec_znx(rank + 1, out_size);
let ci_dft: usize = module.bytes_of_vec_znx_dft(rank + 1, out_size);
let ks: usize = GGSWCiphertext::keyswitch_internal_col0_scratch_space(module, out_size, in_size, ksk_size, rank);
let expand_rows: usize = GGSWCiphertext::expand_row_scratch_space(module, out_size, tsk_size, rank);
let res_dft: usize = module.bytes_of_vec_znx_dft(rank + 1, out_size);
res_znx + ci_dft + (ks | expand_rows | res_dft)
}
pub fn automorphism_scratch_space(
@@ -186,19 +202,19 @@ where
k,
};
(0..self.rows()).for_each(|row_j| {
(0..self.rows()).for_each(|row_i| {
vec_znx_pt.data.zero();
// Adds the scalar_znx_pt to the i-th limb of the vec_znx_pt
module.vec_znx_add_scalar_inplace(&mut vec_znx_pt, 0, row_j, pt, 0);
module.vec_znx_add_scalar_inplace(&mut vec_znx_pt, 0, row_i, pt, 0);
module.vec_znx_normalize_inplace(basek, &mut vec_znx_pt, 0, scrach_2);
(0..cols).for_each(|col_i| {
(0..cols).for_each(|col_j| {
// rlwe encrypt of vec_znx_pt into vec_znx_ct
vec_znx_ct.encrypt_sk_private(
module,
Some((&vec_znx_pt, col_i)),
Some((&vec_znx_pt, col_j)),
sk_dft,
source_xa,
source_xe,
@@ -214,167 +230,151 @@ where
module.vec_znx_dft(&mut vec_znx_dft_ct, i, &vec_znx_ct, i);
});
module.vmp_prepare_row(self, row_j, col_i, &vec_znx_dft_ct);
self.set_row(module, row_i, col_j, &vec_znx_dft_ct);
}
});
});
}
pub fn keyswitch<DataLhs, DataRhs0, DataRhs1>(
pub(crate) fn expand_row<R, DataCi, DataTsk>(
&mut self,
module: &Module<FFT64>,
lhs: &GGSWCiphertext<DataLhs, FFT64>,
ksk: &GLWESwitchingKey<DataRhs0, FFT64>,
tsk: &TensorKey<DataRhs1, FFT64>,
col_j: usize,
res: &mut R,
ci_dft: &VecZnxDft<DataCi, FFT64>,
tsk: &TensorKey<DataTsk, FFT64>,
scratch: &mut Scratch,
) where
MatZnxDft<DataLhs, FFT64>: MatZnxDftToRef<FFT64>,
MatZnxDft<DataRhs0, FFT64>: MatZnxDftToRef<FFT64>,
MatZnxDft<DataRhs1, FFT64>: MatZnxDftToRef<FFT64>,
R: VecZnxToMut,
VecZnxDft<DataCi, FFT64>: VecZnxDftToRef<FFT64>,
MatZnxDft<DataTsk, FFT64>: MatZnxDftToRef<FFT64>,
{
#[cfg(debug_assertions)]
{
assert_eq!(
self.rank(),
lhs.rank(),
"ggsw_out rank: {} != ggsw_in rank: {}",
self.rank(),
lhs.rank()
);
assert_eq!(
lhs.rank(),
ksk.rank(),
"ggsw_in rank: {} != ksk rank: {}",
lhs.rank(),
ksk.rank()
);
assert_eq!(
lhs.rank(),
tsk.rank(),
"ggsw_in rank: {} != tsk rank: {}",
lhs.rank(),
tsk.rank()
);
}
let cols: usize = self.rank() + 1;
// Example for rank 3:
//
// Note: M is a vector (m, Bm, B^2m, B^3m, ...), so each column is
// actually composed of that many rows.
// actually composed of that many rows and we focus on a specific row here
// implicitely given ci_dft.
//
// # Input
//
// col 0: (-(a0s0 + a1s1 + a2s2) + M, a0 , a1 , a2 )
// col 1: (-(b0s0 + b1s1 + b2s2) , b0 + M, b1 , b2 )
// col 2: (-(c0s0 + c1s1 + c2s2) , c0 , c1 + M, c2 )
// col 3: (-(d0s0 + d1s1 + d2s2) , d0 , d1 , d2 + M)
// col 0: (-(a0s0 + a1s1 + a2s2) + M[i], a0 , a1 , a2 )
// col 1: (0, 0, 0, 0)
// col 2: (0, 0, 0, 0)
// col 3: (0, 0, 0, 0)
//
// # Output
//
// col 0: (-(a0s0' + a1s1' + a2s2') + M, a0 , a1 , a2 )
// col 1: (-(b0s0' + b1s1' + b2s2') , b0 + M, b1 , b2 )
// col 2: (-(c0s0' + c1s1' + c2s2') , c0 , c1 + M, c2 )
// col 3: (-(d0s0' + d1s1' + d2s2') , d0 , d1 , d2 + M)
(0..self.rows()).for_each(|row_j| {
let (tmp_dft_out_data, scratch1) = scratch.tmp_vec_znx_dft(module, self.rank() + 1, self.size());
// col 0: (-(a0s0 + a1s1 + a2s2) + M[i], a0 , a1 , a2 )
// col 1: (-(b0s0 + b1s1 + b2s2) , b0 + M[i], b1 , b2 )
// col 2: (-(c0s0 + c1s1 + c2s2) , c0 , c1 + M[i], c2 )
// col 3: (-(d0s0 + d1s1 + d2s2) , d0 , d1 , d2 + M[i])
let mut tmp_dft_out: GLWECiphertextFourier<&mut [u8], FFT64> = GLWECiphertextFourier::<&mut [u8], FFT64> {
data: tmp_dft_out_data,
basek: lhs.basek(),
k: lhs.k(),
};
let (mut tmp_dft_i, scratch1) = scratch.tmp_vec_znx_dft(module, cols, tsk.size());
{
let (mut tmp_dft_col_data, scratch2) = scratch1.tmp_vec_znx_dft(module, 1, self.size());
{
let (tmp_dft_in_data, scratch2) = scratch1.tmp_vec_znx_dft(module, lhs.rank() + 1, lhs.size());
let mut tmp_dft_in: GLWECiphertextFourier<&mut [u8], FFT64> = GLWECiphertextFourier::<&mut [u8], FFT64> {
data: tmp_dft_in_data,
basek: lhs.basek(),
k: lhs.k(),
};
// 1) Applies key-switching to GGSW[i][0]: (-(a0s0 + a1s1 + a2s2) + M[i], a0, a1, a2)
lhs.get_row(module, row_j, 0, &mut tmp_dft_in);
// (-(a0s0 + a1s1 + a2s2) + M[i], a0, a1, a2) -> (-(a0s0' + a1s1' + a2s2') + M[i], a0, a1, a2)
tmp_dft_out.keyswitch(module, &tmp_dft_in, ksk, scratch2);
self.set_row(module, row_j, 0, &tmp_dft_out);
}
// 2) Isolates IDFT(-(a0s0' + a1s1' + a2s2') + M[i])
let (mut tmp_c0_data, scratch2) = scratch1.tmp_vec_znx_big(module, 1, self.size());
module.vec_znx_idft_tmp_a(&mut tmp_c0_data, 0, &mut tmp_dft_out, 0);
// 3) Expands the i-th row of the other columns using the tensor key
// col 1: (-(b0s0' + b1s1' + b2s2') , b0 + M[i], b1 , b2 ) = KS_{s0's0', s0's1', s0's2'}(a0) + (0, -(a0s0' + a1s1' + a2s2') + M[i], 0, 0)
// col 2: (-(c0s0' + c1s1' + c2s2') , c0 , c1 + M[i], c2 ) = KS_{s1's0', s1's1', s1's2'}(a1) + (0, 0, -(a0s0' + a1s1' + a2s2') + M[i], 0)
// col 3: (-(d0s0' + d1s1' + d2s2') , d0 , d1 , d2 + M[i]) = KS_{s2's0', s2's1', s2's2'}(a2) + (0, 0, 0, -(a0s0' + a1s1' + a2s2') + M[i])
// Performs a key-switch for each combination of s[i]*s[j], i.e. for a0, a1, a2
//
// # Example for col=1
//
// a0 * (-(f0s0 + f1s1 + f1s2) + s0^2, f0, f1, f2) = (-(a0f0s0 + a0f1s1 + a0f1s2) + a0s0^2, a0f0, a0f1, a0f2)
// +
// a1 * (-(g0s0 + g1s1 + g1s2) + s0s1, g0, g1, g2) = (-(a1g0s0 + a1g1s1 + a1g1s2) + a1s0s1, a1g0, a1g1, a1g2)
// +
// a2 * (-(h0s0 + h1s1 + h1s2) + s0s2, h0, h1, h2) = (-(a2h0s0 + a2h1s1 + a2h1s2) + a2s0s2, a2h0, a2h1, a2h2)
// =
// (-(x0s0 + x1s1 + x2s2) + s0(a0s0 + a1s1 + a2s2), x0, x1, x2)
(1..cols).for_each(|col_i| {
let (tmp_dft_i_data, scratch3) = scratch2.tmp_vec_znx_dft(module, cols, tsk.size());
let mut tmp_dft_i: GLWECiphertextFourier<&mut [u8], FFT64> = GLWECiphertextFourier::<&mut [u8], FFT64> {
data: tmp_dft_i_data,
basek: lhs.basek(),
k: lhs.k(),
};
// Extracts a[i] and multipies with Enc(s[i]s[j])
tmp_dft_col_data.extract_column(0, ci_dft, col_i);
// 5) Performs a key-switch for each combination of s[i]*s[j], i.e. for a0, a1, a2
//
// # Example for col=1
//
// a0 * (-(f0s0 + f1s1 + f1s2) + s0^2, f0, f1, f2) = (-(a0f0s0 + a0f1s1 + a0f1s2) + a0s0^2, a0f0, a0f1, a0f2)
// +
// a1 * (-(g0s0 + g1s1 + g1s2) + s0s1, g0, g1, g2) = (-(a1g0s0 + a1g1s1 + a1g1s2) + a1s0s1, a1g0, a1g1, a1g2)
// +
// a2 * (-(h0s0 + h1s1 + h1s2) + s0s2, h0, h1, h2) = (-(a2h0s0 + a2h1s1 + a2h1s2) + a2s0s2, a2h0, a2h1, a2h2)
// =
// (-(x0s0' + x1s1' + x2s2') + s0'(a0s0' + a1s1' + a2s2'), x0, x1, x2)
(1..cols).for_each(|col_j| {
// Extracts a[i] and multipies with Enc(s'[i]s'[j])
let (mut tmp_dft_col_data, scratch4) = scratch3.tmp_vec_znx_dft(module, 1, self.size());
tmp_dft_col_data.extract_column(0, &tmp_dft_out.data, col_j);
if col_i == 1 {
module.vmp_apply(
&mut tmp_dft_i,
&tmp_dft_col_data,
tsk.at(col_i - 1, col_j - 1), // Selects Enc(s[i]s[j])
scratch2,
);
} else {
module.vmp_apply_add(
&mut tmp_dft_i,
&tmp_dft_col_data,
tsk.at(col_i - 1, col_j - 1), // Selects Enc(s[i]s[j])
scratch2,
);
}
});
}
if col_j == 1 {
module.vmp_apply(
&mut tmp_dft_i,
&tmp_dft_col_data,
tsk.at(col_i - 1, col_j - 1), // Selects Enc(s'[i]s'[j])
scratch4,
);
} else {
module.vmp_apply_add(
&mut tmp_dft_i,
&tmp_dft_col_data,
tsk.at(col_i - 1, col_j - 1), // Selects Enc(s'[i]s'[j])
scratch4,
);
}
// Adds -(sum a[i] * s[i]) + m) on the i-th column of tmp_idft_i
//
// (-(x0s0 + x1s1 + x2s2) + a0s0s0 + a1s0s1 + a2s0s2, x0, x1, x2)
// +
// (0, -(a0s0 + a1s1 + a2s2) + M[i], 0, 0)
// =
// (-(x0s0 + x1s1 + x2s2) + s0(a0s0 + a1s1 + a2s2), x0 -(a0s0 + a1s1 + a2s2) + M[i], x1, x2)
// =
// (-(x0s0 + x1s1 + x2s2), x0 + M[i], x1, x2)
module.vec_znx_dft_add_inplace(&mut tmp_dft_i, col_j, ci_dft, 0);
let (mut tmp_idft, scratch2) = scratch1.tmp_vec_znx_big(module, 1, tsk.size());
(0..cols).for_each(|i| {
module.vec_znx_idft_tmp_a(&mut tmp_idft, 0, &mut tmp_dft_i, i);
module.vec_znx_big_normalize(self.basek(), res, i, &tmp_idft, 0, scratch2);
});
}
pub fn keyswitch<DataLhs, DataKsk, DataTsk>(
&mut self,
module: &Module<FFT64>,
lhs: &GGSWCiphertext<DataLhs, FFT64>,
ksk: &GLWESwitchingKey<DataKsk, FFT64>,
tsk: &TensorKey<DataTsk, FFT64>,
scratch: &mut Scratch,
) where
MatZnxDft<DataLhs, FFT64>: MatZnxDftToRef<FFT64>,
MatZnxDft<DataKsk, FFT64>: MatZnxDftToRef<FFT64>,
MatZnxDft<DataTsk, FFT64>: MatZnxDftToRef<FFT64>,
{
let cols: usize = self.rank() + 1;
let (res_data, scratch1) = scratch.tmp_vec_znx(&module, cols, self.size());
let mut res: GLWECiphertext<&mut [u8]> = GLWECiphertext::<&mut [u8]> {
data: res_data,
basek: self.basek(),
k: self.k(),
};
let (mut ci_dft, scratch2) = scratch1.tmp_vec_znx_dft(module, cols, self.size());
// Keyswitch the j-th row of the col 0
(0..lhs.rows()).for_each(|row_i| {
// Key-switch column 0, i.e.
// col 0: (-(a0s0 + a1s1 + a2s2) + M[i], a0, a1, a2) -> (-(a0s0' + a1s1' + a2s2') + M[i], a0, a1, a2)
lhs.keyswitch_internal_col0(module, row_i, &mut res, ksk, scratch2);
// Isolates DFT(a[i])
(0..cols).for_each(|col_i| {
module.vec_znx_dft(&mut ci_dft, col_i, &res, col_i);
});
self.set_row(module, row_i, 0, &ci_dft);
// Generates
//
// col 1: (-(b0s0' + b1s1' + b2s2') , b0 + M[i], b1 , b2 )
// col 2: (-(c0s0' + c1s1' + c2s2') , c0 , c1 + M[i], c2 )
// col 3: (-(d0s0' + d1s1' + d2s2') , d0 , d1 , d2 + M[i])
(1..cols).for_each(|col_j| {
self.expand_row(module, col_j, &mut res, &ci_dft, tsk, scratch2);
let (mut res_dft, _) = scratch2.tmp_vec_znx_dft(module, cols, self.size());
(0..cols).for_each(|i| {
module.vec_znx_dft(&mut res_dft, i, &res, i);
});
// Adds -(sum a[i] * s[i]) + m) on the i-th column of tmp_idft_i
//
// (-(x0s0' + x1s1' + x2s2') + a0s0's0' + a1s0's1' + a2s0's2', x0, x1, x2)
// +
// (0, -(a0s0' + a1s1' + a2s2') + M[i], 0, 0)
// =
// (-(x0s0' + x1s1' + x2s2') + s0'(a0s0' + a1s1' + a2s2'), x0 -(a0s0' + a1s1' + a2s2') + M[i], x1, x2)
// =
// (-(x0s0' + x1s1' + x2s2'), x0 + M[i], x1, x2)
{
let (mut tmp_idft, scratch3) = scratch3.tmp_vec_znx_big(module, 1, tsk.size());
let (mut tmp_znx_small, scratch5) = scratch3.tmp_vec_znx(module, 1, self.size());
(0..cols).for_each(|i| {
module.vec_znx_idft_tmp_a(&mut tmp_idft, 0, &mut tmp_dft_i, i);
if i == col_i {
module.vec_znx_big_add_inplace(&mut tmp_idft, 0, &tmp_c0_data, 0);
}
module.vec_znx_big_normalize(self.basek(), &mut tmp_znx_small, 0, &tmp_idft, 0, scratch5);
module.vec_znx_dft(&mut tmp_dft_i, i, &tmp_znx_small, 0);
});
}
// Stores (-(x0s0' + x1s1' + x2s2'), x0 + M[i], x1, x2)
self.set_row(module, row_j, col_i, &tmp_dft_i);
self.set_row(module, row_i, col_j, &res_dft);
})
})
}
@@ -542,6 +542,38 @@ where
}
}
impl<DataSelf> GGSWCiphertext<DataSelf, FFT64>
where
MatZnxDft<DataSelf, FFT64>: MatZnxDftToRef<FFT64>,
{
pub(crate) fn keyswitch_internal_col0<DataRes, DataKsk>(
&self,
module: &Module<FFT64>,
row_i: usize,
res: &mut GLWECiphertext<DataRes>,
ksk: &GLWESwitchingKey<DataKsk, FFT64>,
scratch: &mut Scratch,
) where
VecZnx<DataRes>: VecZnxToMut + VecZnxToRef,
MatZnxDft<DataKsk, FFT64>: MatZnxDftToRef<FFT64>,
{
#[cfg(debug_assertions)]
{
assert_eq!(self.rank(), ksk.rank());
assert_eq!(res.rank(), ksk.rank());
}
let (tmp_dft_in_data, scratch2) = scratch.tmp_vec_znx_dft(module, self.rank() + 1, self.size());
let mut tmp_dft_in: GLWECiphertextFourier<&mut [u8], FFT64> = GLWECiphertextFourier::<&mut [u8], FFT64> {
data: tmp_dft_in_data,
basek: self.basek(),
k: self.k(),
};
self.get_row(module, row_i, 0, &mut tmp_dft_in);
res.keyswitch_from_fourier(module, &tmp_dft_in, ksk, scratch2);
}
}
impl<DataSelf> GetRow<FFT64> for GGSWCiphertext<DataSelf, FFT64>
where
MatZnxDft<DataSelf, FFT64>: MatZnxDftToRef<FFT64>,

243
core/src/test_fft64/ggsw.rs
View File

@@ -13,7 +13,6 @@ use crate::{
keys::{SecretKey, SecretKeyFourier},
keyswitch_key::GLWESwitchingKey,
tensor_key::TensorKey,
test_fft64::gglwe::log2_std_noise_gglwe_product,
};
use super::gglwe::var_noise_gglwe_product;
@@ -230,6 +229,8 @@ fn test_keyswitch(log_n: usize, basek: usize, k: usize, rank: usize, sigma: f64)
k,
);
println!("{} {}", noise_have, noise_want);
assert!(
(noise_have - noise_want).abs() <= 0.1,
"{} {}",
@@ -291,122 +292,130 @@ pub(crate) fn noise_ggsw_keyswitch(
noise.log2().min(-1.0) // max noise is [-2^{-1}, 2^{-1}]
}
// fn test_automorphism(p: i64, log_n: usize, basek: usize, k: usize, rank: usize, sigma: f64) {
// let module: Module<FFT64> = Module::<FFT64>::new(1 << log_n);
// let rows: usize = (k_ggsw + basek - 1) / basek;
//
// let mut ct_ggsw_in: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::new(&module, basek, k, rows, rank);
// let mut ct_ggsw_out: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::new(&module, basek, k, rows, rank);
// let mut auto_key: AutomorphismKey<Vec<u8>, FFT64> = AutomorphismKey::new(&module, basek, k, rows, rank);
//
// let mut pt_ggsw_in: ScalarZnx<Vec<u8>> = module.new_scalar_znx(1);
// let mut pt_ggsw_out: ScalarZnx<Vec<u8>> = module.new_scalar_znx(1);
//
// let mut source_xs: Source = Source::new([0u8; 32]);
// let mut source_xe: Source = Source::new([0u8; 32]);
// let mut source_xa: Source = Source::new([0u8; 32]);
//
// pt_ggsw_in.fill_ternary_prob(0, 0.5, &mut source_xs);
//
// let mut scratch: ScratchOwned = ScratchOwned::new(
// AutomorphismKey::encrypt_sk_scratch_space(&module, rank, auto_key.size())
// | GLWECiphertextFourier::decrypt_scratch_space(&module, ct_ggsw_out.size())
// | GGSWCiphertext::encrypt_sk_scratch_space(&module, rank, ct_ggsw_in.size())
// | GGSWCiphertext::automorphism_scratch_space(
// &module,
// ct_ggsw_out.size(),
// ct_ggsw_in.size(),
// auto_key.size(),
// rank,
// ),
// );
//
// let mut sk: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
// sk.fill_ternary_prob(0.5, &mut source_xs);
//
// let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
// sk_dft.dft(&module, &sk);
//
// ct_ggsw_in.encrypt_sk(
// &module,
// &pt_ggsw_in,
// &sk_dft,
// &mut source_xa,
// &mut source_xe,
// sigma,
// scratch.borrow(),
// );
//
// auto_key.encrypt_sk(
// &module,
// p,
// &sk,
// &mut source_xa,
// &mut source_xe,
// sigma,
// scratch.borrow(),
// );
//
// ct_ggsw_out.automorphism(&module, &ct_ggsw_in, &auto_key, scratch.borrow());
//
// let mut ct_glwe_fourier: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::new(&module, basek, k_ggsw, rank);
// let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ggsw);
// let mut pt_dft: VecZnxDft<Vec<u8>, FFT64> = module.new_vec_znx_dft(1, ct_ggsw_lhs_out.size());
// let mut pt_big: VecZnxBig<Vec<u8>, FFT64> = module.new_vec_znx_big(1, ct_ggsw_lhs_out.size());
// let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ggsw);
//
// module.vec_znx_rotate_inplace(k as i64, &mut pt_ggsw_lhs, 0);
//
// (0..ct_ggsw_lhs_out.rank() + 1).for_each(|col_j| {
// (0..ct_ggsw_lhs_out.rows()).for_each(|row_i| {
// module.vec_znx_add_scalar_inplace(&mut pt_want, 0, row_i, &pt_ggsw_lhs, 0);
//
// if col_j > 0 {
// module.vec_znx_dft(&mut pt_dft, 0, &pt_want, 0);
// module.svp_apply_inplace(&mut pt_dft, 0, &sk_dft, col_j - 1);
// module.vec_znx_idft_tmp_a(&mut pt_big, 0, &mut pt_dft, 0);
// module.vec_znx_big_normalize(basek, &mut pt_want, 0, &pt_big, 0, scratch.borrow());
// }
//
// ct_ggsw_lhs_out.get_row(&module, row_i, col_j, &mut ct_glwe_fourier);
// ct_glwe_fourier.decrypt(&module, &mut pt, &sk_dft, scratch.borrow());
//
// module.vec_znx_sub_ab_inplace(&mut pt, 0, &pt_want, 0);
//
// let noise_have: f64 = pt.data.std(0, basek).log2();
//
// let var_gct_err_lhs: f64 = sigma * sigma;
// let var_gct_err_rhs: f64 = 0f64;
//
// let var_msg: f64 = 1f64 / module.n() as f64; // X^{k}
// let var_a0_err: f64 = sigma * sigma;
// let var_a1_err: f64 = 1f64 / 12f64;
//
// let noise_want: f64 = noise_ggsw_product(
// module.n() as f64,
// basek,
// 0.5,
// var_msg,
// var_a0_err,
// var_a1_err,
// var_gct_err_lhs,
// var_gct_err_rhs,
// rank as f64,
// k_ggsw,
// k_ggsw,
// );
//
// assert!(
// (noise_have - noise_want).abs() <= 0.1,
// "have: {} want: {}",
// noise_have,
// noise_want
// );
//
// pt_want.data.zero();
// });
// });
// }
fn test_automorphism(p: i64, log_n: usize, basek: usize, k: usize, rank: usize, sigma: f64) {
let module: Module<FFT64> = Module::<FFT64>::new(1 << log_n);
let rows: usize = (k + basek - 1) / basek;
let mut ct_in: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::new(&module, basek, k, rows, rank);
let mut ct_out: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::new(&module, basek, k, rows, rank);
let mut tsk: TensorKey<Vec<u8>, FFT64> = TensorKey::new(&module, basek, k, rows, rank);
let mut ksk: GLWESwitchingKey<Vec<u8>, FFT64> = GLWESwitchingKey::new(&module, basek, k, rows, rank, rank);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k);
let mut pt_scalar: ScalarZnx<Vec<u8>> = module.new_scalar_znx(1);
let mut source_xs: Source = Source::new([0u8; 32]);
let mut source_xe: Source = Source::new([0u8; 32]);
let mut source_xa: Source = Source::new([0u8; 32]);
let mut scratch: ScratchOwned = ScratchOwned::new(
GGSWCiphertext::encrypt_sk_scratch_space(&module, rank, ct_in.size())
| GLWECiphertextFourier::decrypt_scratch_space(&module, ct_out.size())
| GLWESwitchingKey::encrypt_sk_scratch_space(&module, rank, ksk.size())
| TensorKey::encrypt_sk_scratch_space(&module, rank, ksk.size())
| GGSWCiphertext::keyswitch_scratch_space(
&module,
ct_out.size(),
ct_in.size(),
ksk.size(),
tsk.size(),
rank,
),
);
let var_xs: f64 = 0.5;
let mut sk_in: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
sk_in.fill_ternary_prob(var_xs, &mut source_xs);
let mut sk_in_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
sk_in_dft.dft(&module, &sk_in);
let mut sk_out: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
sk_out.fill_ternary_prob(var_xs, &mut source_xs);
let mut sk_out_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
sk_out_dft.dft(&module, &sk_out);
ksk.encrypt_sk(
&module,
&sk_in,
&sk_out_dft,
&mut source_xa,
&mut source_xe,
sigma,
scratch.borrow(),
);
tsk.encrypt_sk(
&module,
&sk_out_dft,
&mut source_xa,
&mut source_xe,
sigma,
scratch.borrow(),
);
pt_scalar.fill_ternary_hw(0, module.n(), &mut source_xs);
ct_in.encrypt_sk(
&module,
&pt_scalar,
&sk_in_dft,
&mut source_xa,
&mut source_xe,
sigma,
scratch.borrow(),
);
ct_out.keyswitch(&module, &ct_in, &ksk, &tsk, scratch.borrow());
let mut ct_glwe_fourier: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::new(&module, basek, k, rank);
let mut pt_dft: VecZnxDft<Vec<u8>, FFT64> = module.new_vec_znx_dft(1, ct_out.size());
let mut pt_big: VecZnxBig<Vec<u8>, FFT64> = module.new_vec_znx_big(1, ct_out.size());
(0..ct_out.rank() + 1).for_each(|col_j| {
(0..ct_out.rows()).for_each(|row_i| {
module.vec_znx_add_scalar_inplace(&mut pt_want, 0, row_i, &pt_scalar, 0);
// mul with sk[col_j-1]
if col_j > 0 {
module.vec_znx_dft(&mut pt_dft, 0, &pt_want, 0);
module.svp_apply_inplace(&mut pt_dft, 0, &sk_out_dft, col_j - 1);
module.vec_znx_idft_tmp_a(&mut pt_big, 0, &mut pt_dft, 0);
module.vec_znx_big_normalize(basek, &mut pt_want, 0, &pt_big, 0, scratch.borrow());
}
ct_out.get_row(&module, row_i, col_j, &mut ct_glwe_fourier);
ct_glwe_fourier.decrypt(&module, &mut pt_have, &sk_out_dft, scratch.borrow());
module.vec_znx_sub_ab_inplace(&mut pt_have, 0, &pt_want, 0);
let noise_have: f64 = pt_have.data.std(0, basek).log2();
let noise_want: f64 = noise_ggsw_keyswitch(
module.n() as f64,
basek,
col_j,
var_xs,
0f64,
sigma * sigma,
0f64,
rank as f64,
k,
k,
);
assert!(
(noise_have - noise_want).abs() <= 0.1,
"{} {}",
noise_have,
noise_want
);
pt_want.data.zero();
});
});
}
fn test_external_product(log_n: usize, basek: usize, k_ggsw: usize, rank: usize, sigma: f64) {
let module: Module<FFT64> = Module::<FFT64>::new(1 << log_n);