poulpy/base2k/examples/rlwe_encrypt.rs
base2k/examples/rlwe_encrypt.rsRaw
1use base2k::{
2 Encoding, FFT64, Module, Sampling, Scalar, ScalarZnxDft, ScalarZnxDftOps, VecZnx, VecZnxBig, VecZnxBigOps, VecZnxDft,
3 VecZnxDftOps, VecZnxOps, ZnxInfos, ZnxLayout, alloc_aligned,
4};
5use itertools::izip;
6use sampling::source::Source;
7
8fn main() {
9 let n: usize = 16;
10 let log_base2k: usize = 18;
11 let ct_size: usize = 3;
12 let msg_size: usize = 2;
13 let log_scale: usize = msg_size * log_base2k - 5;
14 let module: Module<FFT64> = Module::<FFT64>::new(n);
15
16 let mut carry: Vec<u8> = alloc_aligned(module.vec_znx_big_normalize_tmp_bytes(1));
17
18 let seed: [u8; 32] = [0; 32];
19 let mut source: Source = Source::new(seed);
20
21 let mut res: VecZnx = module.new_vec_znx(1, ct_size);
22
23 // s <- Z_{-1, 0, 1}[X]/(X^{N}+1)
24 let mut s: Scalar = Scalar::new(n);
25 s.fill_ternary_prob(0.5, &mut source);
26
27 // Buffer to store s in the DFT domain
28 let mut s_ppol: ScalarZnxDft<FFT64> = module.new_svp_ppol();
29
30 // s_ppol <- DFT(s)
31 module.svp_prepare(&mut s_ppol, &s);
32
33 // a <- Z_{2^prec}[X]/(X^{N}+1)
34 let mut a: VecZnx = module.new_vec_znx(1, ct_size);
35 module.fill_uniform(log_base2k, &mut a, 0, ct_size, &mut source);
36
37 // Scratch space for DFT values
38 let mut buf_dft: VecZnxDft<FFT64> = module.new_vec_znx_dft(1, a.size());
39
40 // Applies buf_dft <- s * a
41 module.svp_apply_dft(&mut buf_dft, &s_ppol, &a);
42
43 // Alias scratch space
44 let mut buf_big: VecZnxBig<FFT64> = buf_dft.as_vec_znx_big();
45
46 // buf_big <- IDFT(buf_dft) (not normalized)
47 module.vec_znx_idft_tmp_a(&mut buf_big, &mut buf_dft);
48
49 println!("{:?}", buf_big.raw());
50
51 let mut m: VecZnx = module.new_vec_znx(1, msg_size);
52
53 let mut want: Vec<i64> = vec![0; n];
54 want.iter_mut()
55 .for_each(|x| *x = source.next_u64n(16, 15) as i64);
56
57 // m
58 m.encode_vec_i64(0, log_base2k, log_scale, &want, 4);
59 m.normalize(log_base2k, &mut carry);
60
61 // buf_big <- m - buf_big
62 module.vec_znx_big_sub_small_ab_inplace(&mut buf_big, &m);
63
64 println!("{:?}", buf_big.raw());
65
66 // b <- normalize(buf_big) + e
67 let mut b: VecZnx = module.new_vec_znx(1, ct_size);
68 module.vec_znx_big_normalize(log_base2k, &mut b, &buf_big, &mut carry);
69 b.print(n);
70 module.add_normal(
71 log_base2k,
72 &mut b,
73 0,
74 log_base2k * ct_size,
75 &mut source,
76 3.2,
77 19.0,
78 );
79
80 // Decrypt
81
82 // buf_big <- a * s
83 module.svp_apply_dft(&mut buf_dft, &s_ppol, &a);
84 module.vec_znx_idft_tmp_a(&mut buf_big, &mut buf_dft);
85
86 // buf_big <- a * s + b
87 module.vec_znx_big_add_small_inplace(&mut buf_big, &b);
88
89 println!("raw: {:?}", &buf_big.raw());
90
91 // res <- normalize(buf_big)
92 module.vec_znx_big_normalize(log_base2k, &mut res, &buf_big, &mut carry);
93
94 // have = m * 2^{log_scale} + e
95 let mut have: Vec<i64> = vec![i64::default(); n];
96 res.decode_vec_i64(0, log_base2k, res.size() * log_base2k, &mut have);
97
98 let scale: f64 = (1 << (res.size() * log_base2k - log_scale)) as f64;
99 izip!(want.iter(), have.iter())
100 .enumerate()
101 .for_each(|(i, (a, b))| {
102 println!("{}: {} {}", i, a, (*b as f64) / scale);
103 })
104}