use poulpy_core::{ GLWEAdd, GLWECopy, GLWEDecrypt, GLWEEncryptSk, GLWEPacking, GLWERotate, GLWESub, GLWETrace, LWEFromGLWE, ScratchTakeCore, layouts::{ Base2K, Degree, GGLWEInfos, GGLWEPreparedToRef, GLWE, GLWEAutomorphismKeyHelper, GLWEInfos, GLWEPlaintextLayout, GLWESecretPreparedToRef, GLWEToMut, GLWEToRef, GetGaloisElement, LWEInfos, LWEToMut, Rank, TorusPrecision, }, }; use poulpy_hal::{ api::ModuleLogN, layouts::{Backend, Data, DataMut, DataRef, Scratch}, source::Source, }; use std::{collections::HashMap, marker::PhantomData}; use crate::tfhe::bdd_arithmetic::{FromBits, ToBits, UnsignedInteger}; /// An FHE ciphertext encrypting the bits of an [UnsignedInteger]. pub struct FheUint { pub(crate) bits: GLWE, pub(crate) _phantom: PhantomData, } impl FheUint, T> { pub fn alloc_from_infos(infos: &A) -> Self where A: GLWEInfos, { Self::alloc(infos.n(), infos.base2k(), infos.k(), infos.rank()) } pub fn alloc(n: Degree, base2k: Base2K, k: TorusPrecision, rank: Rank) -> Self { Self { bits: GLWE::alloc(n, base2k, k, rank), _phantom: PhantomData, } } } impl<'a, T: UnsignedInteger> FheUint<&'a mut [u8], T> { pub fn from_glwe_to_mut(glwe: &'a mut G) -> Self where G: GLWEToMut, { FheUint { bits: glwe.to_mut(), _phantom: PhantomData, } } } impl LWEInfos for FheUint { fn base2k(&self) -> poulpy_core::layouts::Base2K { self.bits.base2k() } fn k(&self) -> poulpy_core::layouts::TorusPrecision { self.bits.k() } fn n(&self) -> poulpy_core::layouts::Degree { self.bits.n() } } impl GLWEInfos for FheUint { fn rank(&self) -> poulpy_core::layouts::Rank { self.bits.rank() } } impl FheUint { pub fn encrypt_sk( &mut self, module: &M, data: T, sk: &S, source_xa: &mut Source, source_xe: &mut Source, scratch: &mut Scratch, ) where S: GLWESecretPreparedToRef + GLWEInfos, M: ModuleLogN + GLWEEncryptSk, Scratch: ScratchTakeCore, { #[cfg(debug_assertions)] { assert!(module.n().is_multiple_of(T::BITS as usize)); assert_eq!(self.n(), module.n() as u32); assert_eq!(sk.n(), module.n() as u32); } let mut data_bits: Vec = vec![0i64; module.n()]; let log_gap: usize = module.log_n() - T::LOG_BITS as usize; // Interleaves bytes for i in 0..T::BITS as usize { data_bits[T::bit_index(i) << log_gap] = data.bit(i) as i64 } let pt_infos = GLWEPlaintextLayout { n: self.n(), base2k: self.base2k(), k: 1_usize.into(), }; let (mut pt, scratch_1) = scratch.take_glwe_plaintext(&pt_infos); pt.encode_vec_i64(&data_bits, TorusPrecision(2)); self.bits .encrypt_sk(module, &pt, sk, source_xa, source_xe, scratch_1); } } impl FheUint { pub fn decrypt(&self, module: &M, sk: &S, scratch: &mut Scratch) -> T where S: GLWESecretPreparedToRef + GLWEInfos, M: ModuleLogN + GLWEDecrypt, Scratch: ScratchTakeCore, { #[cfg(debug_assertions)] { assert!(module.n().is_multiple_of(T::BITS as usize)); assert_eq!(self.n(), module.n() as u32); assert_eq!(sk.n(), module.n() as u32); } let pt_infos = GLWEPlaintextLayout { n: self.n(), base2k: self.base2k(), k: 1_usize.into(), }; let (mut pt, scratch_1) = scratch.take_glwe_plaintext(&pt_infos); self.bits.decrypt(module, &mut pt, sk, scratch_1); let mut data_bits: Vec = vec![0i64; module.n()]; pt.decode_vec_i64(&mut data_bits, TorusPrecision(2)); let mut bits: Vec = vec![0u8; T::BITS as usize]; let log_gap: usize = module.log_n() - T::LOG_BITS as usize; // Retrives from interleaved bytes for i in 0..T::BITS as usize { bits[i] = data_bits[T::bit_index(i) << log_gap] as u8 } T::from_bits(&bits) } } impl FheUint { /// Packs Vec into [FheUint]. pub fn pack(&mut self, module: &M, mut bits: Vec, keys: &H, scratch: &mut Scratch) where G: GLWEToMut + GLWEToRef + GLWEInfos, M: ModuleLogN + GLWEPacking + GLWECopy, K: GGLWEPreparedToRef + GetGaloisElement + GGLWEInfos, H: GLWEAutomorphismKeyHelper, Scratch: ScratchTakeCore, { // Repacks the GLWE ciphertexts bits let log_gap: usize = module.log_n() - T::LOG_BITS as usize; let mut cts: HashMap = HashMap::new(); for (i, ct) in bits.iter_mut().enumerate().take(T::BITS as usize) { cts.insert(T::bit_index(i) << log_gap, ct); } module.glwe_pack(&mut self.bits, cts, log_gap, keys, scratch); } #[allow(clippy::too_many_arguments)] pub fn splice_u16( &mut self, module: &M, dst: usize, src: usize, a: &A, b: &B, keys: &H, scratch: &mut Scratch, ) where A: GLWEToRef + GLWEInfos, B: GLWEToRef + GLWEInfos, H: GLWEAutomorphismKeyHelper, K: GGLWEPreparedToRef + GGLWEInfos + GetGaloisElement, M: ModuleLogN + GLWERotate + GLWETrace + GLWESub + GLWEAdd + GLWECopy, Scratch: ScratchTakeBDD, { assert!(dst < (T::BITS >> 4) as usize); assert!(src < (T::BITS >> 4) as usize); let (mut tmp, scratch_1) = scratch.take_fhe_uint(self); tmp.splice_u8(module, dst << 1, src << 1, a, b, keys, scratch_1); self.splice_u8( module, (dst << 1) + 1, (src << 1) + 1, &tmp, b, keys, scratch_1, ); } #[allow(clippy::too_many_arguments)] // Store on the receiver a where the byte_a-th byte of a has been replaced by byte_src2 of src2. pub fn splice_u8( &mut self, module: &M, dst: usize, src: usize, a: &A, b: &B, keys: &H, scratch: &mut Scratch, ) where A: GLWEToRef + GLWEInfos, B: GLWEToRef + GLWEInfos, H: GLWEAutomorphismKeyHelper, K: GGLWEPreparedToRef + GGLWEInfos + GetGaloisElement, M: ModuleLogN + GLWERotate + GLWETrace + GLWESub + GLWEAdd + GLWECopy, Scratch: ScratchTakeBDD, { assert!(dst < (T::BITS >> 3) as usize); assert!(src < (T::BITS >> 3) as usize); // 1) Zero the byte receiver let log_gap: usize = module.log_n() - T::LOG_BITS as usize; let trace_start = (T::LOG_BITS - T::LOG_BYTES) as usize; let rot: i64 = (T::bit_index(dst << 3) << log_gap) as i64; // Move a to self and align byte module.glwe_rotate(-rot, &mut self.bits, a); // Stores this byte (everything else zeroed) into tmp_trace let (mut tmp_trace, scratch_1) = scratch.take_glwe(a); module.glwe_trace( &mut tmp_trace, trace_start, module.log_n(), self, keys, scratch_1, ); // Subtracts to self to zero it module.glwe_sub_inplace(&mut self.bits, &tmp_trace); // Isolate the byte to transfer from a let (mut tmp_fhe_uint_byte, scratch_1) = scratch.take_fhe_uint(b); // Move a[byte_a] into a[0] module.glwe_rotate( -((T::bit_index(src << 3) << log_gap) as i64), &mut tmp_fhe_uint_byte, b, ); // Zeroes all other bytes module.glwe_trace_inplace( &mut tmp_fhe_uint_byte, trace_start, module.log_n(), keys, scratch_1, ); // Add self[0] += a[0] module.glwe_add_inplace(&mut self.bits, &tmp_fhe_uint_byte); // Moves back self[0] to self[byte_tg] module.glwe_rotate_inplace(rot, &mut self.bits, scratch); } } impl GLWEToMut for FheUint { fn to_mut(&mut self) -> GLWE<&mut [u8]> { self.bits.to_mut() } } pub trait ScratchTakeBDD where Self: ScratchTakeCore, { fn take_fhe_uint(&mut self, infos: &A) -> (FheUint<&mut [u8], T>, &mut Self) where A: GLWEInfos, { let (glwe, scratch) = self.take_glwe(infos); ( FheUint { bits: glwe, _phantom: PhantomData, }, scratch, ) } } impl ScratchTakeBDD for Scratch where Self: ScratchTakeCore {} impl FheUint { pub fn get_bit(&self, module: &M, bit: usize, res: &mut R, ks: &K, scratch: &mut Scratch) where R: LWEToMut, K: GGLWEPreparedToRef + GGLWEInfos, M: ModuleLogN + LWEFromGLWE + GLWERotate, Scratch: ScratchTakeCore, { let log_gap: usize = module.log_n() - T::LOG_BITS as usize; res.to_mut() .from_glwe(module, self, T::bit_index(bit) << log_gap, ks, scratch); } } impl GLWEToRef for FheUint { fn to_ref(&self) -> GLWE<&[u8]> { self.bits.to_ref() } }