fhe-study/tfhe/src/tlev.rs
tfhe/src/tlev.rsRaw
1use anyhow::Result;
2use rand::Rng;
3use std::array;
4use std::ops::{Add, Mul};
5
6use arith::{Ring, Rq, Tn, T64, TR};
7
8use crate::tlwe::{PublicKey, SecretKey, TLWE};
9
10#[derive(Clone, Debug)]
11pub struct TLev<const K: usize>(pub(crate) Vec<TLWE<K>>);
12
13impl<const K: usize> TLev<K> {
14 pub fn encode<const T: u64>(m: &Rq<T, 1>) -> Tn<1> {
15 let coeffs = m.coeffs();
16 Tn(array::from_fn(|i| T64(coeffs[i].0)))
17 }
18 pub fn decode<const T: u64>(p: &Tn<1>) -> Rq<T, 1> {
19 Rq::<T, 1>::from_vec_u64(p.coeffs().iter().map(|c| c.0).collect())
20 }
21 pub fn encrypt(
22 mut rng: impl Rng,
23 beta: u32,
24 l: u32,
25 pk: &PublicKey<K>,
26 m: &Tn<1>,
27 ) -> Result<Self> {
28 let tlev: Vec<TLWE<K>> = (1..l + 1)
29 .map(|i| {
30 TLWE::<K>::encrypt(&mut rng, pk, &(*m * (u64::MAX / beta.pow(i as u32) as u64)))
31 })
32 .collect::<Result<Vec<_>>>()?;
33
34 Ok(Self(tlev))
35 }
36 pub fn encrypt_s(
37 mut rng: impl Rng,
38 beta: u32,
39 l: u32,
40 sk: &SecretKey<K>,
41 m: &Tn<1>,
42 ) -> Result<Self> {
43 let tlev: Vec<TLWE<K>> = (1..l + 1)
44 .map(|i| {
45 TLWE::<K>::encrypt_s(&mut rng, sk, &(*m * (u64::MAX / beta.pow(i as u32) as u64)))
46 })
47 .collect::<Result<Vec<_>>>()?;
48
49 Ok(Self(tlev))
50 }
51
52 pub fn decrypt(&self, sk: &SecretKey<K>, beta: u32) -> Tn<1> {
53 let pt = self.0[0].decrypt(sk);
54 pt.mul_div_round(beta as u64, u64::MAX)
55 }
56}
57
58#[cfg(test)]
59mod tests {
60 use anyhow::Result;
61 use rand::distributions::Uniform;
62
63 use super::*;
64
65 #[test]
66 fn test_encrypt_decrypt() -> Result<()> {
67 const T: u64 = 2; // plaintext modulus
68 const K: usize = 16;
69 type S = TLev<K>;
70
71 let beta: u32 = 2;
72 let l: u32 = 16;
73
74 let mut rng = rand::thread_rng();
75 let msg_dist = Uniform::new(0_u64, T);
76
77 for _ in 0..200 {
78 let (sk, pk) = TLWE::<K>::new_key(&mut rng)?;
79
80 let m: Rq<T, 1> = Rq::rand_u64(&mut rng, msg_dist)?;
81 let p: Tn<1> = S::encode::<T>(&m); // plaintext
82
83 let c = S::encrypt(&mut rng, beta, l, &pk, &p)?;
84 let p_recovered = c.decrypt(&sk, beta);
85 let m_recovered = S::decode::<T>(&p_recovered);
86
87 assert_eq!(m.remodule::<T>(), m_recovered.remodule::<T>());
88 }
89
90 Ok(())
91 }
92}