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remaining in encryption + noise

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This commit is contained in:
Rasoul Akhavan Mahdavi
2025-10-17 19:56:10 -04:00
parent 957345f9ea
commit a282e88126
9 changed files with 527 additions and 308 deletions
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8
poulpy-core/src/decryption/glwe_ct.rs
View File

@@ -7,7 +7,7 @@ use poulpy_hal::{
};
use crate::layouts::{
GLWE, GLWEInfos, GLWEPlaintext, GLWEPlaintextToMut, GLWEToMut, LWEInfos,
GLWE, GLWEInfos, GLWEPlaintext, GLWEPlaintextToMut, GLWEToRef, LWEInfos,
prepared::{GLWESecretPrepared, GLWESecretPreparedToRef},
};
@@ -55,14 +55,14 @@ where
(self.vec_znx_normalize_tmp_bytes() | self.bytes_of_vec_znx_dft(1, size)) + self.bytes_of_vec_znx_dft(1, size)
}
fn glwe_decrypt<R, P, S>(&self, res: &mut R, pt: &mut P, sk: &S, scratch: &mut Scratch<BE>)
fn glwe_decrypt<R, P, S>(&self, res: &R, pt: &mut P, sk: &S, scratch: &mut Scratch<BE>)
where
R: GLWEToMut,
R: GLWEToRef,
P: GLWEPlaintextToMut,
S: GLWESecretPreparedToRef<BE>,
Scratch<BE>: ScratchTakeBasic,
{
let res: &mut GLWE<&mut [u8]> = &mut res.to_mut();
let res: &GLWE<&[u8]> = &res.to_ref();
let pt: &mut GLWEPlaintext<&mut [u8]> = &mut pt.to_ref();
let sk: &GLWESecretPrepared<&[u8], BE> = &sk.to_ref();

3
poulpy-core/src/decryption/mod.rs
View File

@@ -1,2 +1,5 @@
mod glwe_ct;
mod lwe_ct;
pub use glwe_ct::*;
pub use lwe_ct::*;

105
poulpy-core/src/encryption/compressed/gglwe_tsk.rs
View File

@@ -11,6 +11,7 @@ use poulpy_hal::{
use crate::{
ScratchTakeCore,
encryption::compressed::gglwe_ksk::GLWESwitchingKeyCompressedEncryptSk,
encryption::gglwe_tsk::TensorKeyEncryptSk,
layouts::{
GGLWEInfos, GLWEInfos, GLWESecret, GLWESecretToRef, GetDist, LWEInfos, Rank, TensorKey,
compressed::{TensorKeyCompressed, TensorKeyCompressedToMut},
@@ -18,58 +19,81 @@ use crate::{
};
impl TensorKeyCompressed<Vec<u8>> {
pub fn encrypt_sk_tmp_bytes<B: Backend, A>(module: &Module<B>, infos: &A) -> usize
pub fn encrypt_sk_tmp_bytes<M, A, BE: Backend>(module: &M, infos: &A) -> usize
where
A: GGLWEInfos,
Module<B>: ModuleN
+ SvpPPolBytesOf
+ SvpPPolAlloc<B>
+ VecZnxNormalizeTmpBytes
+ VecZnxDftBytesOf
+ VecZnxNormalizeTmpBytes
+ VecZnxBigBytesOf,
M: GGLWETensorKeyCompressedEncryptSk<BE>,
{
TensorKey::encrypt_sk_tmp_bytes(module, infos)
module.gglwe_tensor_key_compressed_encrypt_sk_tmp_bytes(infos)
}
}
pub trait GGLWETensorKeyCompressedEncryptSk<B: Backend> {
impl<DataSelf: DataMut> TensorKeyCompressed<DataSelf> {
pub fn encrypt_sk<DataSk: DataRef, BE: Backend>(
&mut self,
module: &Module<BE>,
sk: &GLWESecret<DataSk>,
seed_xa: [u8; 32],
source_xe: &mut Source,
scratch: &mut Scratch<BE>,
) where
GLWESecret<DataSk>: GetDist,
Module<BE>: GGLWETensorKeyCompressedEncryptSk<BE>,
{
module.gglwe_tensor_key_encrypt_sk(self, sk, seed_xa, source_xe, scratch);
}
}
pub trait GGLWETensorKeyCompressedEncryptSk<BE: Backend> {
fn gglwe_tensor_key_compressed_encrypt_sk_tmp_bytes<A>(&self, infos: &A) -> usize
where
A: GGLWEInfos;
fn gglwe_tensor_key_encrypt_sk<R, S>(
&self,
res: &mut R,
sk: &S,
seed_xa: [u8; 32],
source_xe: &mut Source,
scratch: &mut Scratch<B>,
scratch: &mut Scratch<BE>,
) where
R: TensorKeyCompressedToMut,
S: GLWESecretToRef + GetDist;
}
impl<B: Backend> GGLWETensorKeyCompressedEncryptSk<B> for Module<B>
impl<BE: Backend> GGLWETensorKeyCompressedEncryptSk<BE> for Module<BE>
where
Module<B>: ModuleN
+ GLWESwitchingKeyCompressedEncryptSk<B>
+ VecZnxDftApply<B>
+ SvpApplyDftToDft<B>
+ VecZnxIdftApplyTmpA<B>
+ VecZnxBigNormalize<B>
+ SvpPrepare<B>
+ SvpPPolAllocBytesImpl<B>
Module<BE>: ModuleN
+ GLWESwitchingKeyCompressedEncryptSk<BE>
+ TensorKeyEncryptSk<BE>
+ VecZnxDftApply<BE>
+ SvpApplyDftToDft<BE>
+ VecZnxIdftApplyTmpA<BE>
+ VecZnxBigNormalize<BE>
+ SvpPrepare<BE>
+ SvpPPolAllocBytesImpl<BE>
+ SvpPPolBytesOf
+ VecZnxDftAllocBytesImpl<B>
+ VecZnxBigAllocBytesImpl<B>
+ VecZnxDftAllocBytesImpl<BE>
+ VecZnxBigAllocBytesImpl<BE>
+ VecZnxDftBytesOf
+ VecZnxBigBytesOf,
Scratch<B>: ScratchTakeBasic + ScratchTakeCore<B>,
Scratch<BE>: ScratchTakeBasic + ScratchTakeCore<BE>,
{
fn gglwe_tensor_key_compressed_encrypt_sk_tmp_bytes<A>(&self, infos: &A) -> usize
where
A: GGLWEInfos
{
self.tensor_key_encrypt_sk_tmp_bytes(infos)
}
fn gglwe_tensor_key_encrypt_sk<R, S>(
&self,
res: &mut R,
sk: &S,
seed_xa: [u8; 32],
source_xe: &mut Source,
scratch: &mut Scratch<B>,
scratch: &mut Scratch<BE>,
) where
R: TensorKeyCompressedToMut,
S: GLWESecretToRef + GetDist,
@@ -130,35 +154,4 @@ where
}
}
}
}
impl<DataSelf: DataMut> TensorKeyCompressed<DataSelf> {
pub fn encrypt_sk<DataSk: DataRef, B: Backend>(
&mut self,
module: &Module<B>,
sk: &GLWESecret<DataSk>,
seed_xa: [u8; 32],
source_xe: &mut Source,
scratch: &mut Scratch<B>,
) where
GLWESecret<DataSk>: GetDist,
Module<B>: GGLWETensorKeyCompressedEncryptSk<B>,
{
module.gglwe_tensor_key_encrypt_sk(self, sk, seed_xa, source_xe, scratch);
}
}
impl<DataSelf: DataMut> TensorKeyCompressed<DataSelf> {
pub fn encrypt_sk<DataSk: DataRef, B: Backend>(
&mut self,
module: &Module<B>,
sk: &GLWESecret<DataSk>,
seed_xa: [u8; 32],
source_xe: &mut Source,
scratch: &mut Scratch<B>,
) where
Module<B>: GGLWETensorKeyCompressedEncryptSk<B>,
{
module.gglwe_tensor_key_encrypt_sk(self, sk, seed_xa, source_xe, scratch);
}
}
}

95
poulpy-core/src/encryption/compressed/ggsw_ct.rs
View File

@@ -1,49 +1,52 @@
use poulpy_hal::{
api::{ModuleN, VecZnxAddScalarInplace, VecZnxDftBytesOf, VecZnxNormalizeInplace, VecZnxNormalizeTmpBytes},
api::{ModuleN, VecZnxAddScalarInplace, VecZnxNormalizeInplace},
layouts::{Backend, DataMut, DataRef, Module, ScalarZnx, ScalarZnxToRef, Scratch, ZnxZero},
source::Source,
};
use crate::{
ScratchTakeCore,
encryption::{SIGMA, glwe_ct::GLWEEncryptSkInternal},
encryption::{SIGMA, ggsw_ct::GGSWEncryptSk, glwe_ct::GLWEEncryptSkInternal},
layouts::{
GGSW, GGSWInfos, GLWEInfos, LWEInfos,
GGSWInfos, GLWEInfos, LWEInfos,
compressed::{GGSWCompressed, GGSWCompressedToMut},
prepared::{GLWESecretPrepared, GLWESecretPreparedToRef},
},
};
impl GGSWCompressed<Vec<u8>> {
pub fn encrypt_sk_tmp_bytes<B: Backend, A>(module: &Module<B>, infos: &A) -> usize
pub fn encrypt_sk_tmp_bytes<M, A, BE: Backend>(module: &M, infos: &A) -> usize
where
A: GGSWInfos,
Module<B>: VecZnxNormalizeTmpBytes + VecZnxDftBytesOf,
M: GGSWCompressedEncryptSk<BE>,
{
GGSW::encrypt_sk_tmp_bytes(module, infos)
module.ggsw_compressed_encrypt_sk_tmp_bytes(infos)
}
}
pub trait GGSWCompressedEncryptSk<B: Backend> {
fn ggsw_compressed_encrypt_sk<R, P, S>(
&self,
res: &mut R,
pt: &P,
sk: &S,
impl<DataSelf: DataMut> GGSWCompressed<DataSelf> {
#[allow(clippy::too_many_arguments)]
pub fn encrypt_sk<DataPt: DataRef, DataSk: DataRef, BE: Backend>(
&mut self,
module: &Module<BE>,
pt: &ScalarZnx<DataPt>,
sk: &GLWESecretPrepared<DataSk, BE>,
seed_xa: [u8; 32],
source_xe: &mut Source,
scratch: &mut Scratch<B>,
scratch: &mut Scratch<BE>,
) where
R: GGSWCompressedToMut,
P: ScalarZnxToRef,
S: GLWESecretPreparedToRef<B>;
Module<BE>: GGSWCompressedEncryptSk<BE>,
{
module.ggsw_compressed_encrypt_sk(self, pt, sk, seed_xa, source_xe, scratch);
}
}
impl<B: Backend> GGSWCompressedEncryptSk<B> for Module<B>
where
Module<B>: ModuleN + GLWEEncryptSkInternal<B> + VecZnxAddScalarInplace + VecZnxNormalizeInplace<B>,
Scratch<B>: ScratchTakeCore<B>,
{
pub trait GGSWCompressedEncryptSk<BE: Backend> {
fn ggsw_compressed_encrypt_sk_tmp_bytes<A>(&self, infos: &A) -> usize
where
A: GGSWInfos;
fn ggsw_compressed_encrypt_sk<R, P, S>(
&self,
res: &mut R,
@@ -51,14 +54,39 @@ where
sk: &S,
seed_xa: [u8; 32],
source_xe: &mut Source,
scratch: &mut Scratch<B>,
scratch: &mut Scratch<BE>,
) where
R: GGSWCompressedToMut,
P: ScalarZnxToRef,
S: GLWESecretPreparedToRef<B>,
S: GLWESecretPreparedToRef<BE>;
}
impl<BE: Backend> GGSWCompressedEncryptSk<BE> for Module<BE>
where
Module<BE>: ModuleN + GLWEEncryptSkInternal<BE> + GGSWEncryptSk<BE> + VecZnxAddScalarInplace + VecZnxNormalizeInplace<BE>,
Scratch<BE>: ScratchTakeCore<BE>,
{
fn ggsw_compressed_encrypt_sk_tmp_bytes<A>(&self, infos: &A) -> usize
where A: GGSWInfos,
{
self.ggsw_encrypt_sk_tmp_bytes(infos)
}
fn ggsw_compressed_encrypt_sk<R, P, S>(
&self,
res: &mut R,
pt: &P,
sk: &S,
seed_xa: [u8; 32],
source_xe: &mut Source,
scratch: &mut Scratch<BE>,
) where
R: GGSWCompressedToMut,
P: ScalarZnxToRef,
S: GLWESecretPreparedToRef<BE>,
{
let res: &mut GGSWCompressed<&mut [u8]> = &mut res.to_mut();
let sk: &GLWESecretPrepared<&[u8], B> = &sk.to_ref();
let sk: &GLWESecretPrepared<&[u8], BE> = &sk.to_ref();
let pt: &ScalarZnx<&[u8]> = &pt.to_ref();
#[cfg(debug_assertions)]
@@ -111,21 +139,4 @@ where
}
}
}
}
impl<DataSelf: DataMut> GGSWCompressed<DataSelf> {
#[allow(clippy::too_many_arguments)]
pub fn encrypt_sk<DataPt: DataRef, DataSk: DataRef, B: Backend>(
&mut self,
module: &Module<B>,
pt: &ScalarZnx<DataPt>,
sk: &GLWESecretPrepared<DataSk, B>,
seed_xa: [u8; 32],
source_xe: &mut Source,
scratch: &mut Scratch<B>,
) where
Module<B>: GGSWCompressedEncryptSk<B>,
{
module.ggsw_compressed_encrypt_sk(self, pt, sk, seed_xa, source_xe, scratch);
}
}
}

89
poulpy-core/src/encryption/compressed/glwe_ct.rs
View File

@@ -5,7 +5,7 @@ use poulpy_hal::{
};
use crate::{
encryption::{SIGMA, glwe_ct::GLWEEncryptSkInternal},
encryption::{SIGMA, glwe_ct::{GLWEEncryptSk, GLWEEncryptSkInternal}},
layouts::{
GLWE, GLWEInfos, GLWEPlaintext, GLWEPlaintextToRef, LWEInfos,
compressed::{GLWECompressed, GLWECompressedToMut},
@@ -14,34 +14,38 @@ use crate::{
};
impl GLWECompressed<Vec<u8>> {
pub fn encrypt_sk_tmp_bytes<B: Backend, A>(module: &Module<B>, infos: &A) -> usize
pub fn encrypt_sk_tmp_bytes<M, A, BE: Backend>(module: &M, infos: &A) -> usize
where
A: GLWEInfos,
Module<B>: VecZnxNormalizeTmpBytes + VecZnxDftBytesOf,
M: GLWECompressedEncryptSk<BE>,
{
GLWE::encrypt_sk_tmp_bytes(module, infos)
module.glwe_compressed_encrypt_sk_tmp_bytes(infos)
}
}
pub trait GLWECompressedEncryptSk<B: Backend> {
fn glwe_compressed_encrypt_sk<R, P, S>(
&self,
res: &mut R,
pt: &P,
sk: &S,
impl<D: DataMut> GLWECompressed<D> {
#[allow(clippy::too_many_arguments)]
pub fn encrypt_sk<DataPt: DataRef, DataSk: DataRef, BE: Backend>(
&mut self,
module: &Module<BE>,
pt: &GLWEPlaintext<DataPt>,
sk: &GLWESecretPrepared<DataSk, BE>,
seed_xa: [u8; 32],
source_xe: &mut Source,
scratch: &mut Scratch<B>,
scratch: &mut Scratch<BE>,
) where
R: GLWECompressedToMut,
P: GLWEPlaintextToRef,
S: GLWESecretPreparedToRef<B>;
Module<BE>: GLWECompressedEncryptSk<BE>,
{
module.glwe_compressed_encrypt_sk(self, pt, sk, seed_xa, source_xe, scratch);
}
}
impl<B: Backend> GLWECompressedEncryptSk<B> for Module<B>
where
Module<B>: GLWEEncryptSkInternal<B>,
{
pub trait GLWECompressedEncryptSk<BE: Backend> {
fn glwe_compressed_encrypt_sk_tmp_bytes<A>(&self, infos: &A) -> usize
where
A: GLWEInfos;
fn glwe_compressed_encrypt_sk<R, P, S>(
&self,
res: &mut R,
@@ -49,11 +53,37 @@ where
sk: &S,
seed_xa: [u8; 32],
source_xe: &mut Source,
scratch: &mut Scratch<B>,
scratch: &mut Scratch<BE>,
) where
R: GLWECompressedToMut,
P: GLWEPlaintextToRef,
S: GLWESecretPreparedToRef<B>,
S: GLWESecretPreparedToRef<BE>;
}
impl<BE: Backend> GLWECompressedEncryptSk<BE> for Module<BE>
where
Module<BE>: GLWEEncryptSkInternal<BE> + GLWEEncryptSk<BE>,
{
fn glwe_compressed_encrypt_sk_tmp_bytes<A>(&self, infos: &A) -> usize
where
A: GLWEInfos,
{
self.glwe_encrypt_sk_tmp_bytes(infos)
}
fn glwe_compressed_encrypt_sk<R, P, S>(
&self,
res: &mut R,
pt: &P,
sk: &S,
seed_xa: [u8; 32],
source_xe: &mut Source,
scratch: &mut Scratch<BE>,
) where
R: GLWECompressedToMut,
P: GLWEPlaintextToRef,
S: GLWESecretPreparedToRef<BE>,
{
let res: &mut GLWECompressed<&mut [u8]> = &mut res.to_mut();
let mut source_xa: Source = Source::new(seed_xa);
@@ -75,21 +105,4 @@ where
res.seed = seed_xa;
}
}
impl<D: DataMut> GLWECompressed<D> {
#[allow(clippy::too_many_arguments)]
pub fn encrypt_sk<DataPt: DataRef, DataSk: DataRef, B: Backend>(
&mut self,
module: &Module<B>,
pt: &GLWEPlaintext<DataPt>,
sk: &GLWESecretPrepared<DataSk, B>,
seed_xa: [u8; 32],
source_xe: &mut Source,
scratch: &mut Scratch<B>,
) where
Module<B>: GLWECompressedEncryptSk<B>,
{
module.glwe_compressed_encrypt_sk(self, pt, sk, seed_xa, source_xe, scratch);
}
}
}

12
poulpy-core/src/encryption/glwe_pk.rs
View File

@@ -14,24 +14,24 @@ use crate::{
};
impl<D: DataMut> GLWEPublicKey<D> {
pub fn generate<S: DataRef, B: Backend>(
pub fn generate<S: DataRef, BE: Backend>(
&mut self,
module: &Module<B>,
sk: &GLWESecretPrepared<S, B>,
module: &Module<BE>,
sk: &GLWESecretPrepared<S, BE>,
source_xa: &mut Source,
source_xe: &mut Source,
) where
Module<B>: GLWEPublicKeyGenerate<B>,
Module<BE>: GLWEPublicKeyGenerate<BE>,
{
module.glwe_public_key_generate(self, sk, source_xa, source_xe);
}
}
pub trait GLWEPublicKeyGenerate<B: Backend> {
pub trait GLWEPublicKeyGenerate<BE: Backend> {
fn glwe_public_key_generate<R, S>(&self, res: &mut R, sk: &S, source_xa: &mut Source, source_xe: &mut Source)
where
R: GLWEPublicKeyToMut,
S: GLWESecretPreparedToRef<B>;
S: GLWESecretPreparedToRef<BE>;
}
impl<BE: Backend> GLWEPublicKeyGenerate<BE> for Module<BE>

131
poulpy-core/src/noise/gglwe_ct.rs
View File

@@ -1,49 +1,120 @@
use poulpy_hal::{
api::{
ScratchOwnedAlloc, ScratchOwnedBorrow, SvpApplyDftToDftInplace, VecZnxBigAddInplace, VecZnxBigAddSmallInplace,
VecZnxBigBytesOf, VecZnxBigNormalize, VecZnxDftApply, VecZnxDftBytesOf, VecZnxIdftApplyConsume, VecZnxNormalizeTmpBytes,
VecZnxSubScalarInplace,
ScratchOwnedAlloc, ScratchOwnedBorrow, ScratchTakeBasic, VecZnxSubScalarInplace,
},
layouts::{Backend, DataRef, Module, ScalarZnx, ScratchOwned, ZnxZero},
oep::{ScratchOwnedAllocImpl, ScratchOwnedBorrowImpl},
layouts::{Backend, DataRef, Module, Scratch, ScratchOwned, ScalarZnx, ScalarZnxToRef, ZnxZero},
oep::{ScratchOwnedAllocImpl, ScratchOwnedBorrowImpl, VecZnxSubScalarInplaceImpl},
};
use crate::layouts::{GGLWE, GGLWEInfos, GLWE, GLWEPlaintext, LWEInfos, prepared::GLWESecretPrepared};
use crate::layouts::{
GGLWE, GGLWEToRef, GGLWEInfos, GLWEPlaintext, LWEInfos,
prepared::{GLWESecretPrepared, GLWESecretPreparedToRef},
};
use crate::decryption::GLWEDecryption;
impl<D: DataRef> GGLWE<D> {
pub fn assert_noise<B, DataSk, DataWant>(
pub fn assert_noise<M, BE, DataSk, DataWant>(
&self,
module: &Module<B>,
sk: &GLWESecretPrepared<DataSk, B>,
module: &M,
sk_prepared: &GLWESecretPrepared<DataSk, BE>,
pt_want: &ScalarZnx<DataWant>,
max_noise: f64,
) where
DataSk: DataRef,
DataWant: DataRef,
Module<B>: VecZnxDftBytesOf
+ VecZnxBigBytesOf
+ VecZnxDftApply<B>
+ SvpApplyDftToDftInplace<B>
+ VecZnxIdftApplyConsume<B>
+ VecZnxBigAddInplace<B>
+ VecZnxBigAddSmallInplace<B>
+ VecZnxBigNormalize<B>
+ VecZnxNormalizeTmpBytes
+ VecZnxSubScalarInplace,
B: Backend + ScratchOwnedAllocImpl<B> + ScratchOwnedBorrowImpl<B>,
M: GGLWENoise<BE>,
BE: Backend + ScratchOwnedAllocImpl<BE> + ScratchOwnedBorrowImpl<BE> + ScratchOwnedBorrow<BE> + VecZnxSubScalarInplaceImpl<BE>,
{
let dsize: usize = self.dsize().into();
let base2k: usize = self.base2k().into();
module.gglwe_assert_noise(self, sk_prepared, pt_want, max_noise);
}
let mut scratch: ScratchOwned<B> = ScratchOwned::alloc(GLWE::decrypt_tmp_bytes(module, self));
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc_from_infos(module, self);
(0..self.rank_in().into()).for_each(|col_i| {
(0..self.dnum().into()).for_each(|row_i| {
self.at(row_i, col_i)
.decrypt(module, &mut pt, sk, scratch.borrow());
// pub fn assert_noise<B, DataSk, DataWant>(
// &self,
// module: &Module<B>,
// sk: &GLWESecretPrepared<DataSk, B>,
// pt_want: &ScalarZnx<DataWant>,
// max_noise: f64,
// ) where
// DataSk: DataRef,
// DataWant: DataRef,
// Module<B>: VecZnxDftBytesOf
// + VecZnxBigBytesOf
// + VecZnxDftApply<B>
// + SvpApplyDftToDftInplace<B>
// + VecZnxIdftApplyConsume<B>
// + VecZnxBigAddInplace<B>
// + VecZnxBigAddSmallInplace<B>
// + VecZnxBigNormalize<B>
// + VecZnxNormalizeTmpBytes
// + VecZnxSubScalarInplace,
// B: Backend + ScratchOwnedAllocImpl<B> + ScratchOwnedBorrowImpl<B>,
// {
// let dsize: usize = self.dsize().into();
// let base2k: usize = self.base2k().into();
module.vec_znx_sub_scalar_inplace(&mut pt.data, 0, (dsize - 1) + row_i * dsize, pt_want, col_i);
// let mut scratch: ScratchOwned<B> = ScratchOwned::alloc(GLWE::decrypt_tmp_bytes(module, self));
// let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc_from_infos(module, self);
// (0..self.rank_in().into()).for_each(|col_i| {
// (0..self.dnum().into()).for_each(|row_i| {
// self.at(row_i, col_i)
// .decrypt(module, &mut pt, sk, scratch.borrow());
// module.vec_znx_sub_scalar_inplace(&mut pt.data, 0, (dsize - 1) + row_i * dsize, pt_want, col_i);
// let noise_have: f64 = pt.data.std(base2k, 0).log2();
// println!("noise_have: {noise_have}");
// assert!(
// noise_have <= max_noise,
// "noise_have: {noise_have} > max_noise: {max_noise}"
// );
// pt.data.zero();
// });
// });
// }
}
pub trait GGLWENoise<BE: Backend> {
fn gglwe_assert_noise<R, S, P>(&self, res: &R, sk_prepared: &S, pt_want: &P, max_noise: f64)
where
R: GGLWEToRef,
S: GLWESecretPreparedToRef<BE>,
P: ScalarZnxToRef,
BE: ScratchOwnedAllocImpl<BE> + ScratchOwnedBorrowImpl<BE> + ScratchOwnedBorrow<BE> + VecZnxSubScalarInplaceImpl<BE>;
}
impl<BE: Backend> GGLWENoise<BE> for Module<BE>
where
Module<BE>: GLWEDecryption<BE>,
Scratch<BE>: ScratchTakeBasic + ScratchOwnedAllocImpl<BE> + ScratchOwnedBorrowImpl<BE> + ScratchOwnedBorrowImpl<BE> + ScratchOwnedBorrow<BE>,
{
fn gglwe_assert_noise<R, S, P>(&self, res: &R, sk_prepared: &S, pt_want: &P, max_noise: f64)
where
R: GGLWEToRef,
S: GLWESecretPreparedToRef<BE>,
P: ScalarZnxToRef,
BE: ScratchOwnedAllocImpl<BE> + ScratchOwnedBorrowImpl<BE> + ScratchOwnedBorrow<BE> + VecZnxSubScalarInplaceImpl<BE>,
{
let res: &GGLWE<&[u8]> = &res.to_ref();
let dsize: usize = res.dsize().into();
let base2k: usize = res.base2k().into();
let mut scratch: ScratchOwned<BE> = ScratchOwned::alloc(self.glwe_decrypt_tmp_bytes(res));
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc_from_infos(self, res);
(0..res.rank_in().into()).for_each(|col_i| {
(0..res.dnum().into()).for_each(|row_i| {
self.glwe_decrypt(&res.at(row_i, col_i), &mut pt, sk_prepared, scratch.borrow());
self.vec_znx_sub_scalar_inplace(&mut pt.data, 0, (dsize - 1) + row_i * dsize, pt_want, col_i);
let noise_have: f64 = pt.data.std(base2k, 0).log2();
@@ -58,4 +129,4 @@ impl<D: DataRef> GGLWE<D> {
});
});
}
}
}

212
poulpy-core/src/noise/ggsw_ct.rs
View File

@@ -4,62 +4,118 @@ use poulpy_hal::{
VecZnxBigAddSmallInplace, VecZnxBigAlloc, VecZnxBigBytesOf, VecZnxBigNormalize, VecZnxBigNormalizeTmpBytes,
VecZnxDftAlloc, VecZnxDftApply, VecZnxDftBytesOf, VecZnxIdftApplyConsume, VecZnxIdftApplyTmpA, VecZnxNormalizeTmpBytes,
VecZnxSubInplace,
ScratchTakeBasic,
},
layouts::{Backend, DataRef, Module, ScalarZnx, ScratchOwned, VecZnxBig, VecZnxDft, ZnxZero},
layouts::{Backend, DataRef, Module, ScalarZnx, ScalarZnxToRef, Scratch, ScratchOwned, VecZnxBig, VecZnxDft, ZnxZero},
oep::{ScratchOwnedAllocImpl, ScratchOwnedBorrowImpl},
};
use crate::layouts::{GGSW, GGSWInfos, GLWE, GLWEInfos, GLWEPlaintext, LWEInfos, prepared::GLWESecretPrepared};
use crate::layouts::{GGSW, GGSWInfos, GLWEInfos, GLWEPlaintext, LWEInfos, prepared::GLWESecretPrepared, GGSWToRef};
use crate::layouts::prepared::GLWESecretPreparedToRef;
use crate::decryption::GLWEDecryption;
impl<D: DataRef> GGSW<D> {
pub fn assert_noise<B, DataSk, DataScalar, F>(
pub fn assert_noise<M, BE, DataSk, DataScalar, F>(
&self,
module: &Module<B>,
sk_prepared: &GLWESecretPrepared<DataSk, B>,
module: &M,
sk_prepared: &GLWESecretPrepared<DataSk, BE>,
pt_want: &ScalarZnx<DataScalar>,
max_noise: F,
max_noise: F
) where
DataSk: DataRef,
DataScalar: DataRef,
Module<B>: VecZnxDftBytesOf
+ VecZnxBigBytesOf
+ VecZnxDftApply<B>
+ SvpApplyDftToDftInplace<B>
+ VecZnxIdftApplyConsume<B>
+ VecZnxBigAddInplace<B>
+ VecZnxBigAddSmallInplace<B>
+ VecZnxBigNormalize<B>
+ VecZnxNormalizeTmpBytes
+ VecZnxBigAlloc<B>
+ VecZnxDftAlloc<B>
+ VecZnxBigNormalizeTmpBytes
+ VecZnxIdftApplyTmpA<B>
+ VecZnxAddScalarInplace
+ VecZnxSubInplace,
B: Backend + ScratchOwnedAllocImpl<B> + ScratchOwnedBorrowImpl<B>,
M: GGSWNoise<BE>,
BE: Backend + ScratchOwnedAllocImpl<BE> + ScratchOwnedBorrowImpl<BE> + ScratchOwnedBorrow<BE>,
F: Fn(usize) -> f64,
{
let base2k: usize = self.base2k().into();
let dsize: usize = self.dsize().into();
module.ggsw_assert_noise(self, sk_prepared, pt_want, max_noise);
}
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc_from_infos(module, self);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc_from_infos(module, self);
let mut pt_dft: VecZnxDft<Vec<u8>, B> = module.vec_znx_dft_alloc(1, self.size());
let mut pt_big: VecZnxBig<Vec<u8>, B> = module.vec_znx_big_alloc(1, self.size());
pub fn print_noise<M, BE, DataSk, DataScalar>(
&self,
module: &M,
sk_prepared: &GLWESecretPrepared<DataSk, BE>,
pt_want: &ScalarZnx<DataScalar>,
) where
DataSk: DataRef,
DataScalar: DataRef,
M: GGSWNoise<BE>,
BE: Backend + ScratchOwnedAllocImpl<BE> + ScratchOwnedBorrowImpl<BE> + ScratchOwnedBorrow<BE>,
{
module.ggsw_print_noise(self, sk_prepared, pt_want);
}
}
let mut scratch: ScratchOwned<B> =
ScratchOwned::alloc(GLWE::decrypt_tmp_bytes(module, self) | module.vec_znx_normalize_tmp_bytes());
pub trait GGSWNoise<BE: Backend> {
fn ggsw_assert_noise<R, S, P, F>(&self, res: &R, sk_prepared: &S, pt_want: &P, max_noise: F)
where
R: GGSWToRef,
S: GLWESecretPreparedToRef<BE>,
P: ScalarZnxToRef,
BE: ScratchOwnedAllocImpl<BE> + ScratchOwnedBorrowImpl<BE> + ScratchOwnedBorrow<BE>,
F: Fn(usize) -> f64;
(0..(self.rank() + 1).into()).for_each(|col_j| {
(0..self.dnum().into()).for_each(|row_i| {
module.vec_znx_add_scalar_inplace(&mut pt.data, 0, (dsize - 1) + row_i * dsize, pt_want, 0);
fn ggsw_print_noise<R, S, P>(&self, res: &R, sk_prepared: &S, pt_want: &P)
where
R: GGSWToRef,
S: GLWESecretPreparedToRef<BE>,
P: ScalarZnxToRef,
BE: ScratchOwnedAllocImpl<BE> + ScratchOwnedBorrowImpl<BE> + ScratchOwnedBorrow<BE>;
}
impl<BE: Backend> GGSWNoise<BE> for Module<BE>
where
Module<BE>: VecZnxDftBytesOf
+ VecZnxBigBytesOf
+ VecZnxDftApply<BE>
+ SvpApplyDftToDftInplace<BE>
+ VecZnxIdftApplyConsume<BE>
+ VecZnxBigAddInplace<BE>
+ VecZnxBigAddSmallInplace<BE>
+ VecZnxBigNormalize<BE>
+ VecZnxNormalizeTmpBytes
+ VecZnxBigAlloc<BE>
+ VecZnxDftAlloc<BE>
+ VecZnxBigNormalizeTmpBytes
+ VecZnxIdftApplyTmpA<BE>
+ VecZnxAddScalarInplace
+ VecZnxSubInplace
+ GLWEDecryption<BE>,
Scratch<BE>: ScratchTakeBasic,
{
fn ggsw_assert_noise<R, S, P, F>(&self, res: &R, sk_prepared: &S, pt_want: &P, max_noise: F)
where
R: GGSWToRef,
S: GLWESecretPreparedToRef<BE>,
P: ScalarZnxToRef,
BE: ScratchOwnedAllocImpl<BE> + ScratchOwnedBorrowImpl<BE> + ScratchOwnedBorrow<BE>,
F: Fn(usize) -> f64,
{
let res: &GGSW<&[u8]> = &res.to_ref();
let sk_prepared: &GLWESecretPrepared<&[u8], BE> = &sk_prepared.to_ref();
let base2k: usize = res.base2k().into();
let dsize: usize = res.dsize().into();
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc_from_infos(self, res);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc_from_infos(self, res);
let mut pt_dft: VecZnxDft<Vec<u8>, BE> = self.vec_znx_dft_alloc(1, res.size());
let mut pt_big: VecZnxBig<Vec<u8>, BE> = self.vec_znx_big_alloc(1, res.size());
let mut scratch: ScratchOwned<BE> =
ScratchOwned::alloc(self.glwe_decrypt_tmp_bytes(res) | self.vec_znx_normalize_tmp_bytes());
(0..(res.rank() + 1).into()).for_each(|col_j| {
(0..res.dnum().into()).for_each(|row_i| {
self.vec_znx_add_scalar_inplace(&mut pt.data, 0, (dsize - 1) + row_i * dsize, pt_want, 0);
// mul with sk[col_j-1]
if col_j > 0 {
module.vec_znx_dft_apply(1, 0, &mut pt_dft, 0, &pt.data, 0);
module.svp_apply_dft_to_dft_inplace(&mut pt_dft, 0, &sk_prepared.data, col_j - 1);
module.vec_znx_idft_apply_tmpa(&mut pt_big, 0, &mut pt_dft, 0);
module.vec_znx_big_normalize(
self.vec_znx_dft_apply(1, 0, &mut pt_dft, 0, &pt.data, 0);
self.svp_apply_dft_to_dft_inplace(&mut pt_dft, 0, &sk_prepared.data, col_j - 1);
self.vec_znx_idft_apply_tmpa(&mut pt_big, 0, &mut pt_dft, 0);
self.vec_znx_big_normalize(
base2k,
&mut pt.data,
0,
@@ -70,10 +126,9 @@ impl<D: DataRef> GGSW<D> {
);
}
self.at(row_i, col_j)
.decrypt(module, &mut pt_have, sk_prepared, scratch.borrow());
self.glwe_decrypt(&res.at(row_i, col_j), &mut pt_have, sk_prepared, scratch.borrow());
module.vec_znx_sub_inplace(&mut pt_have.data, 0, &pt.data, 0);
self.vec_znx_sub_inplace(&mut pt_have.data, 0, &pt.data, 0);
let std_pt: f64 = pt_have.data.std(base2k, 0).log2();
let noise: f64 = max_noise(col_j);
@@ -81,57 +136,40 @@ impl<D: DataRef> GGSW<D> {
pt.data.zero();
});
});
});
}
}
impl<D: DataRef> GGSW<D> {
pub fn print_noise<B, DataSk, DataScalar>(
&self,
module: &Module<B>,
sk_prepared: &GLWESecretPrepared<DataSk, B>,
pt_want: &ScalarZnx<DataScalar>,
) where
DataSk: DataRef,
DataScalar: DataRef,
Module<B>: VecZnxDftBytesOf
+ VecZnxBigBytesOf
+ VecZnxDftApply<B>
+ SvpApplyDftToDftInplace<B>
+ VecZnxIdftApplyConsume<B>
+ VecZnxBigAddInplace<B>
+ VecZnxBigAddSmallInplace<B>
+ VecZnxBigNormalize<B>
+ VecZnxNormalizeTmpBytes
+ VecZnxBigAlloc<B>
+ VecZnxDftAlloc<B>
+ VecZnxBigNormalizeTmpBytes
+ VecZnxIdftApplyTmpA<B>
+ VecZnxAddScalarInplace
+ VecZnxSubInplace,
B: Backend + ScratchOwnedAllocImpl<B> + ScratchOwnedBorrowImpl<B>,
fn ggsw_print_noise<R, S, P>(&self, res: &R, sk_prepared: &S, pt_want: &P)
where
R: GGSWToRef,
S: GLWESecretPreparedToRef<BE>,
P: ScalarZnxToRef,
BE: ScratchOwnedAllocImpl<BE> + ScratchOwnedBorrowImpl<BE> + ScratchOwnedBorrow<BE>,
{
let base2k: usize = self.base2k().into();
let dsize: usize = self.dsize().into();
let res: &GGSW<&[u8]> = &res.to_ref();
let sk_prepared: &GLWESecretPrepared<&[u8], BE> = &sk_prepared.to_ref();
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc_from_infos(module, self);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc_from_infos(module, self);
let mut pt_dft: VecZnxDft<Vec<u8>, B> = module.vec_znx_dft_alloc(1, self.size());
let mut pt_big: VecZnxBig<Vec<u8>, B> = module.vec_znx_big_alloc(1, self.size());
let base2k: usize = res.base2k().into();
let dsize: usize = res.dsize().into();
let mut scratch: ScratchOwned<B> =
ScratchOwned::alloc(GLWE::decrypt_tmp_bytes(module, self) | module.vec_znx_normalize_tmp_bytes());
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc_from_infos(self, res);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc_from_infos(self, res);
let mut pt_dft: VecZnxDft<Vec<u8>, BE> = self.vec_znx_dft_alloc(1, res.size());
let mut pt_big: VecZnxBig<Vec<u8>, BE> = self.vec_znx_big_alloc(1, res.size());
(0..(self.rank() + 1).into()).for_each(|col_j| {
(0..self.dnum().into()).for_each(|row_i| {
module.vec_znx_add_scalar_inplace(&mut pt.data, 0, (dsize - 1) + row_i * dsize, pt_want, 0);
let mut scratch: ScratchOwned<BE> =
ScratchOwned::alloc(self.glwe_decrypt_tmp_bytes(res) | self.vec_znx_normalize_tmp_bytes());
(0..(res.rank() + 1).into()).for_each(|col_j| {
(0..res.dnum().into()).for_each(|row_i| {
self.vec_znx_add_scalar_inplace(&mut pt.data, 0, (dsize - 1) + row_i * dsize, pt_want, 0);
// mul with sk[col_j-1]
if col_j > 0 {
module.vec_znx_dft_apply(1, 0, &mut pt_dft, 0, &pt.data, 0);
module.svp_apply_dft_to_dft_inplace(&mut pt_dft, 0, &sk_prepared.data, col_j - 1);
module.vec_znx_idft_apply_tmpa(&mut pt_big, 0, &mut pt_dft, 0);
module.vec_znx_big_normalize(
self.vec_znx_dft_apply(1, 0, &mut pt_dft, 0, &pt.data, 0);
self.svp_apply_dft_to_dft_inplace(&mut pt_dft, 0, &sk_prepared.data, col_j - 1);
self.vec_znx_idft_apply_tmpa(&mut pt_big, 0, &mut pt_dft, 0);
self.vec_znx_big_normalize(
base2k,
&mut pt.data,
0,
@@ -142,15 +180,13 @@ impl<D: DataRef> GGSW<D> {
);
}
self.at(row_i, col_j)
.decrypt(module, &mut pt_have, sk_prepared, scratch.borrow());
module.vec_znx_sub_inplace(&mut pt_have.data, 0, &pt.data, 0);
self.glwe_decrypt(&res.at(row_i, col_j), &mut pt_have, sk_prepared, scratch.borrow());
self.vec_znx_sub_inplace(&mut pt_have.data, 0, &pt.data, 0);
let std_pt: f64 = pt_have.data.std(base2k, 0).log2();
println!("col: {col_j} row: {row_i}: {std_pt}");
pt.data.zero();
// println!(">>>>>>>>>>>>>>>>");
});
});
}
}
}
}

180
poulpy-core/src/noise/glwe_ct.rs
View File

@@ -2,67 +2,159 @@ use poulpy_hal::{
api::{
ScratchOwnedAlloc, ScratchOwnedBorrow, SvpApplyDftToDftInplace, VecZnxBigAddInplace, VecZnxBigAddSmallInplace,
VecZnxBigBytesOf, VecZnxBigNormalize, VecZnxDftApply, VecZnxDftBytesOf, VecZnxIdftApplyConsume, VecZnxNormalizeInplace,
VecZnxNormalizeTmpBytes, VecZnxSubInplace,
VecZnxNormalizeTmpBytes, VecZnxSubInplace, ScratchTakeBasic,
},
layouts::{Backend, DataRef, Module, Scratch, ScratchOwned},
oep::{ScratchOwnedAllocImpl, ScratchOwnedBorrowImpl},
};
use crate::layouts::{GLWE, GLWEPlaintext, LWEInfos, prepared::GLWESecretPrepared};
use crate::{
decryption::GLWEDecryption,
layouts::{
GLWE, GLWEPlaintext, GLWEPlaintextToRef, GLWEToRef, LWEInfos,
prepared::{GLWESecretPrepared, GLWESecretPreparedToRef},
},
};
impl<D: DataRef> GLWE<D> {
pub fn noise<B, DataSk, DataPt>(
&self,
module: &Module<B>,
sk_prepared: &GLWESecretPrepared<DataSk, B>,
pt_want: &GLWEPlaintext<DataPt>,
scratch: &mut Scratch<B>,
) -> f64
pub fn noise<M, S, P, BE: Backend>(&self, module: &M, sk_prepared: &S, pt_want: &P, scratch: &mut Scratch<BE>) -> f64
where
DataSk: DataRef,
DataPt: DataRef,
B: Backend,
Module<B>: VecZnxDftApply<B>
+ VecZnxSubInplace
+ VecZnxNormalizeInplace<B>
+ SvpApplyDftToDftInplace<B>
+ VecZnxIdftApplyConsume<B>
+ VecZnxBigAddInplace<B>
+ VecZnxBigAddSmallInplace<B>
+ VecZnxBigNormalize<B>,
Scratch<B>:,
M: GLWENoise<BE>,
S: GLWESecretPreparedToRef<BE>,
P: GLWEPlaintextToRef,
{
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc_from_infos(module, self);
self.decrypt(module, &mut pt_have, sk_prepared, scratch);
module.vec_znx_sub_inplace(&mut pt_have.data, 0, &pt_want.data, 0);
module.vec_znx_normalize_inplace(self.base2k().into(), &mut pt_have.data, 0, scratch);
pt_have.data.std(self.base2k().into(), 0).log2()
module.glwe_noise(self, sk_prepared, pt_want, scratch)
}
// pub fn noise<B, DataSk, DataPt>(
// &self,
// module: &Module<B>,
// sk_prepared: &GLWESecretPrepared<DataSk, B>,
// pt_want: &GLWEPlaintext<DataPt>,
// scratch: &mut Scratch<B>,
// ) -> f64
// where
// DataSk: DataRef,
// DataPt: DataRef,
// B: Backend,
// Module<B>: VecZnxDftApply<B>
// + VecZnxSubInplace
// + VecZnxNormalizeInplace<B>
// + SvpApplyDftToDftInplace<B>
// + VecZnxIdftApplyConsume<B>
// + VecZnxBigAddInplace<B>
// + VecZnxBigAddSmallInplace<B>
// + VecZnxBigNormalize<B>,
// Scratch<B>:,
// {
// let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc_from_infos(module, self);
// self.decrypt(module, &mut pt_have, sk_prepared, scratch);
// module.vec_znx_sub_inplace(&mut pt_have.data, 0, &pt_want.data, 0);
// module.vec_znx_normalize_inplace(self.base2k().into(), &mut pt_have.data, 0, scratch);
// pt_have.data.std(self.base2k().into(), 0).log2()
// }
pub fn assert_noise<B, DataSk, DataPt>(
pub fn assert_noise<M, BE, DataSk, DataPt>(
&self,
module: &Module<B>,
sk_prepared: &GLWESecretPrepared<DataSk, B>,
module: &M,
sk_prepared: &GLWESecretPrepared<DataSk, BE>,
pt_want: &GLWEPlaintext<DataPt>,
max_noise: f64,
) where
DataSk: DataRef,
DataPt: DataRef,
Module<B>: VecZnxDftBytesOf
+ VecZnxBigBytesOf
+ VecZnxDftApply<B>
+ SvpApplyDftToDftInplace<B>
+ VecZnxIdftApplyConsume<B>
+ VecZnxBigAddInplace<B>
+ VecZnxBigAddSmallInplace<B>
+ VecZnxBigNormalize<B>
+ VecZnxNormalizeTmpBytes
+ VecZnxSubInplace
+ VecZnxNormalizeInplace<B>,
B: Backend + ScratchOwnedAllocImpl<B> + ScratchOwnedBorrowImpl<B>,
M: GLWENoise<BE>,
BE: Backend + ScratchOwnedAllocImpl<BE> + ScratchOwnedBorrowImpl<BE> + ScratchOwnedBorrow<BE>,
{
let mut scratch: ScratchOwned<B> = ScratchOwned::alloc(GLWE::decrypt_tmp_bytes(module, self));
let noise_have: f64 = self.noise(module, sk_prepared, pt_want, scratch.borrow());
module.glwe_assert_noise(self, sk_prepared, pt_want, max_noise);
}
// pub fn assert_noise<B, DataSk, DataPt>(
// &self,
// module: &Module<B>,
// sk_prepared: &GLWESecretPrepared<DataSk, B>,
// pt_want: &GLWEPlaintext<DataPt>,
// max_noise: f64,
// ) where
// DataSk: DataRef,
// DataPt: DataRef,
// Module<B>: VecZnxDftBytesOf
// + VecZnxBigBytesOf
// + VecZnxDftApply<B>
// + SvpApplyDftToDftInplace<B>
// + VecZnxIdftApplyConsume<B>
// + VecZnxBigAddInplace<B>
// + VecZnxBigAddSmallInplace<B>
// + VecZnxBigNormalize<B>
// + VecZnxNormalizeTmpBytes
// + VecZnxSubInplace
// + VecZnxNormalizeInplace<B>,
// B: Backend + ScratchOwnedAllocImpl<B> + ScratchOwnedBorrowImpl<B>,
// {
// let mut scratch: ScratchOwned<B> = ScratchOwned::alloc(GLWE::decrypt_tmp_bytes(module, self));
// let noise_have: f64 = self.noise(module, sk_prepared, pt_want, scratch.borrow());
// assert!(noise_have <= max_noise, "{noise_have} {max_noise}");
// }
}
pub trait GLWENoise<BE: Backend> {
fn glwe_noise<R, S, P>(&self, res: &R, sk_prepared: &S, pt_want: &P, scratch: &mut Scratch<BE>) -> f64
where
R: GLWEToRef,
S: GLWESecretPreparedToRef<BE>,
P: GLWEPlaintextToRef;
fn glwe_assert_noise<R, S, P>(&self, res: &R, sk_prepared: &S, pt_want: &P, max_noise: f64)
where
R: GLWEToRef,
S: GLWESecretPreparedToRef<BE>,
P: GLWEPlaintextToRef,
BE: ScratchOwnedAllocImpl<BE> + ScratchOwnedBorrowImpl<BE> + ScratchOwnedBorrow<BE>;
}
impl<BE: Backend> GLWENoise<BE> for Module<BE>
where
Module<BE>: VecZnxDftBytesOf
+ VecZnxBigBytesOf
+ VecZnxDftApply<BE>
+ SvpApplyDftToDftInplace<BE>
+ VecZnxIdftApplyConsume<BE>
+ VecZnxBigAddInplace<BE>
+ VecZnxBigAddSmallInplace<BE>
+ VecZnxBigNormalize<BE>
+ VecZnxNormalizeTmpBytes
+ VecZnxSubInplace
+ VecZnxNormalizeInplace<BE>
+ GLWEDecryption<BE>,
Scratch<BE>: ScratchTakeBasic + ScratchOwnedAllocImpl<BE> + ScratchOwnedBorrowImpl<BE> + ScratchOwnedBorrowImpl<BE> + ScratchOwnedBorrow<BE>,
{
fn glwe_noise<R, S, P>(&self, res: &R, sk_prepared: &S, pt_want: &P, scratch: &mut Scratch<BE>) -> f64
where
R: GLWEToRef,
S: GLWESecretPreparedToRef<BE>,
P: GLWEPlaintextToRef,
{
let res_ref: &GLWE<&[u8]> = &res.to_ref();
let pt_want: &GLWEPlaintext<&[u8]> = &pt_want.to_ref();
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc_from_infos(self, res_ref);
self.glwe_decrypt(res, &mut pt_have, sk_prepared, scratch);
self.vec_znx_sub_inplace(&mut pt_have.data, 0, &pt_want.data, 0);
self.vec_znx_normalize_inplace(res_ref.base2k().into(), &mut pt_have.data, 0, scratch);
pt_have.data.std(res_ref.base2k().into(), 0).log2()
}
fn glwe_assert_noise<R, S, P>(&self, res: &R, sk_prepared: &S, pt_want: &P, max_noise: f64)
where
R: GLWEToRef,
S: GLWESecretPreparedToRef<BE>,
P: GLWEPlaintextToRef,
BE: ScratchOwnedAllocImpl<BE> + ScratchOwnedBorrowImpl<BE> + ScratchOwnedBorrow<BE>,
{
let res: &GLWE<&[u8]> = &res.to_ref();
let mut scratch: ScratchOwned<BE> = ScratchOwned::alloc(self.glwe_decrypt_tmp_bytes(res));
let noise_have: f64 = self.glwe_noise(res, sk_prepared, pt_want, scratch.borrow());
assert!(noise_have <= max_noise, "{noise_have} {max_noise}");
}
}
}