poulpy/spqlios/examples/rlwe_encrypt.rs
spqlios/examples/rlwe_encrypt.rsRaw
1use itertools::izip;
2use sampling::source::Source;
3use spqlios::module::{Module, FFT64};
4use spqlios::scalar::Scalar;
5use spqlios::vector::Vector;
6
7fn main() {
8 let n: usize = 16;
9 let log_base2k: usize = 40;
10 let prec: usize = 54;
11 let log_scale: usize = 18;
12 let module: Module = Module::new::<FFT64>(n);
13
14 let mut carry: Vec<u8> = vec![0; module.vec_znx_big_normalize_tmp_bytes()];
15
16 let seed: [u8; 32] = [0; 32];
17 let mut source: Source = Source::new(seed);
18
19 let mut res: Vector = Vector::new(n, log_base2k, prec);
20
21 // s <- Z_{-1, 0, 1}[X]/(X^{N}+1)
22 let mut s: Scalar = Scalar::new(n);
23 s.fill_ternary_prob(0.5, &mut source);
24
25 // Buffer to store s in the DFT domain
26 let mut s_ppol: spqlios::module::SVPPOL = module.svp_new_ppol();
27
28 // s_ppol <- DFT(s)
29 module.svp_prepare(&mut s_ppol, &s);
30
31 // a <- Z_{2^prec}[X]/(X^{N}+1)
32 let mut a: Vector = Vector::new(n, log_base2k, prec);
33 a.fill_uniform(&mut source);
34
35 // Scratch space for DFT values
36 let mut buf_dft: spqlios::module::VECZNXDFT = module.new_vec_znx_dft(a.limbs());
37
38 // Applies buf_dft <- s * a
39 module.svp_apply_dft(&mut buf_dft, &s_ppol, &a);
40
41 // Alias scratch space
42 let mut buf_big: spqlios::module::VECZNXBIG = buf_dft.as_vec_znx_big();
43
44 // buf_big <- IDFT(buf_dft) (not normalized)
45 module.vec_znx_idft_tmp_a(&mut buf_big, &mut buf_dft, a.limbs());
46
47 let mut m: Vector = Vector::new(n, log_base2k, prec - log_scale);
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.set_i64(&want, 4);
54 m.normalize(&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: Vector = Vector::new(n, log_base2k, prec);
61 module.vec_znx_big_normalize(&mut b, &buf_big, &mut carry);
62 b.add_normal(&mut source, 3.2, 19.0);
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(&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.get_i64(&mut have);
79
80 let scale: f64 = (1 << 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}