fhe-study/tfhe/src/tlev.rs
tfhe/src/tlev.rsRaw
1use anyhow::Result;
2use itertools::zip_eq;
3use rand::Rng;
4use std::array;
5use std::ops::{Add, Mul};
6
7use arith::{Ring, Rq, Tn, T64, TR};
8
9use crate::tlwe::{PublicKey, SecretKey, TLWE};
10
11#[derive(Clone, Debug)]
12pub struct TLev<const K: usize>(pub(crate) Vec<TLWE<K>>);
13
14impl<const K: usize> TLev<K> {
15 pub fn encode<const T: u64>(m: &Rq<T, 1>) -> T64 {
16 let coeffs = m.coeffs();
17 T64(coeffs[0].0) // N=1, so take the only coeff
18 }
19 pub fn decode<const T: u64>(p: &T64) -> Rq<T, 1> {
20 Rq::<T, 1>::from_vec_u64(p.coeffs().iter().map(|c| c.0).collect())
21 }
22 pub fn encrypt(
23 mut rng: impl Rng,
24 beta: u32,
25 l: u32,
26 pk: &PublicKey<K>,
27 m: &T64,
28 ) -> Result<Self> {
29 let tlev: Vec<TLWE<K>> = (1..l + 1)
30 .map(|i| {
31 TLWE::<K>::encrypt(&mut rng, pk, &(*m * (u64::MAX / beta.pow(i as u32) as u64)))
32 })
33 .collect::<Result<Vec<_>>>()?;
34
35 Ok(Self(tlev))
36 }
37 pub fn encrypt_s(
38 mut rng: impl Rng,
39 _beta: u32, // TODO rm, and make beta=2 always
40 l: u32,
41 sk: &SecretKey<K>,
42 m: &T64,
43 ) -> Result<Self> {
44 let tlev: Vec<TLWE<K>> = (1..l as u64 + 1)
45 .map(|i| {
46 let aux = if i < 64 {
47 *m * (u64::MAX / (1u64 << i))
48 } else {
49 // 1<<64 would overflow, and anyways we're dividing u64::MAX
50 // by it, which would be equal to 1
51 *m
52 };
53 TLWE::<K>::encrypt_s(&mut rng, sk, &aux)
54 })
55 .collect::<Result<Vec<_>>>()?;
56
57 Ok(Self(tlev))
58 }
59
60 pub fn decrypt(&self, sk: &SecretKey<K>, beta: u32) -> T64 {
61 let pt = self.0[0].decrypt(sk);
62 pt.mul_div_round(beta as u64, u64::MAX)
63 }
64}
65// TODO review u64::MAX, since is -1 of the value we actually want
66
67#[cfg(test)]
68mod tests {
69 use anyhow::Result;
70 use rand::distributions::Uniform;
71
72 use super::*;
73
74 #[test]
75 fn test_encrypt_decrypt() -> Result<()> {
76 const T: u64 = 2; // plaintext modulus
77 const K: usize = 16;
78 type S = TLev<K>;
79
80 let beta: u32 = 2;
81 let l: u32 = 16;
82
83 let mut rng = rand::thread_rng();
84 let msg_dist = Uniform::new(0_u64, T);
85
86 for _ in 0..200 {
87 let (sk, pk) = TLWE::<K>::new_key(&mut rng)?;
88
89 let m: Rq<T, 1> = Rq::rand_u64(&mut rng, msg_dist)?;
90 let p: T64 = S::encode::<T>(&m); // plaintext
91
92 let c = S::encrypt(&mut rng, beta, l, &pk, &p)?;
93 let p_recovered = c.decrypt(&sk, beta);
94 let m_recovered = S::decode::<T>(&p_recovered);
95
96 assert_eq!(m.remodule::<T>(), m_recovered.remodule::<T>());
97 }
98
99 Ok(())
100 }
101}