poulpy/base2k/examples/rlwe_encrypt.rs
base2k/examples/rlwe_encrypt.rsRaw
1use base2k::{Module, Scalar, SvpPPol, VecZnx, VecZnxBig, VecZnxDft, FFT64};
2use itertools::izip;
3use sampling::source::Source;
4
5fn main() {
6 let n: usize = 16;
7 let log_base2k: usize = 18;
8 let limbs: usize = 3;
9 let msg_limbs: usize = 2;
10 let log_scale: usize = msg_limbs * log_base2k - 5;
11 let module: Module = Module::new::<FFT64>(n);
12
13 let mut carry: Vec<u8> = vec![0; module.vec_znx_big_normalize_tmp_bytes()];
14
15 let seed: [u8; 32] = [0; 32];
16 let mut source: Source = Source::new(seed);
17
18 let mut res: VecZnx = module.new_vec_znx(limbs);
19
20 // s <- Z_{-1, 0, 1}[X]/(X^{N}+1)
21 let mut s: Scalar = Scalar::new(n);
22 s.fill_ternary_prob(0.5, &mut source);
23
24 // Buffer to store s in the DFT domain
25 let mut s_ppol: SvpPPol = module.svp_new_ppol();
26
27 // s_ppol <- DFT(s)
28 module.svp_prepare(&mut s_ppol, &s);
29
30 // a <- Z_{2^prec}[X]/(X^{N}+1)
31 let mut a: VecZnx = module.new_vec_znx(limbs);
32 a.fill_uniform(log_base2k, &mut source, limbs);
33
34 // Scratch space for DFT values
35 let mut buf_dft: VecZnxDft = module.new_vec_znx_dft(a.limbs());
36
37 // Applies buf_dft <- s * a
38 module.svp_apply_dft(&mut buf_dft, &s_ppol, &a);
39
40 // Alias scratch space
41 let mut buf_big: VecZnxBig = buf_dft.as_vec_znx_big();
42
43 // buf_big <- IDFT(buf_dft) (not normalized)
44 module.vec_znx_idft_tmp_a(&mut buf_big, &mut buf_dft, a.limbs());
45
46 let mut m: VecZnx = module.new_vec_znx(msg_limbs);
47
48 let mut want: Vec<i64> = vec![0; n];
49 want.iter_mut()
50 .for_each(|x| *x = source.next_u64n(16, 15) as i64);
51
52 // m
53 m.from_i64(log_base2k, &want, 4, log_scale);
54 m.normalize(log_base2k, &mut carry);
55
56 // buf_big <- m - buf_big
57 module.vec_znx_big_sub_small_a_inplace(&mut buf_big, &m);
58
59 // b <- normalize(buf_big) + e
60 let mut b: VecZnx = module.new_vec_znx(limbs);
61 module.vec_znx_big_normalize(log_base2k, &mut b, &buf_big, &mut carry);
62 b.add_normal(log_base2k, &mut source, 3.2, 19.0, log_base2k * limbs);
63
64 //Decrypt
65
66 // buf_big <- a * s
67 module.svp_apply_dft(&mut buf_dft, &s_ppol, &a);
68 module.vec_znx_idft_tmp_a(&mut buf_big, &mut buf_dft, b.limbs());
69
70 // buf_big <- a * s + b
71 module.vec_znx_big_add_small_inplace(&mut buf_big, &b);
72
73 // res <- normalize(buf_big)
74 module.vec_znx_big_normalize(log_base2k, &mut res, &buf_big, &mut carry);
75
76 // have = m * 2^{log_scale} + e
77 let mut have: Vec<i64> = vec![i64::default(); n];
78 res.to_i64(log_base2k, &mut have, res.limbs() * log_base2k);
79
80 let scale: f64 = (1 << (res.limbs() * log_base2k - log_scale)) as f64;
81 izip!(want.iter(), have.iter())
82 .enumerate()
83 .for_each(|(i, (a, b))| {
84 println!("{}: {} {}", i, a, (*b as f64) / scale);
85 })
86}