poulpy/core/src/blind_rotation/test_fft64/cggi.rs
core/src/blind_rotation/test_fft64/cggi.rsRaw
1use backend::{Encoding, FFT64, Module, ScratchOwned, ZnxView};
2use sampling::source::Source;
3
4use crate::{
5 FourierGLWESecret, GLWECiphertext, GLWEPlaintext, GLWESecret, Infos, LWECiphertext, LWESecret,
6 blind_rotation::{
7 ccgi::{cggi_blind_rotate, cggi_blind_rotate_scratch_space, negate_and_mod_switch_2n},
8 key::BlindRotationKeyCGGI,
9 lut::LookUpTable,
10 },
11 lwe::{LWEPlaintext, ciphertext::LWECiphertextToRef},
12};
13
14#[test]
15fn standard() {
16 blind_rotatio_test(224, 1, 1);
17}
18
19#[test]
20fn block_binary() {
21 blind_rotatio_test(224, 7, 1);
22}
23
24#[test]
25fn block_binary_extended() {
26 blind_rotatio_test(224, 7, 2);
27}
28
29fn blind_rotatio_test(n_lwe: usize, block_size: usize, extension_factor: usize) {
30 let module: Module<FFT64> = Module::<FFT64>::new(512);
31 let basek: usize = 19;
32
33 let k_lwe: usize = 24;
34 let k_brk: usize = 3 * basek;
35 let rows_brk: usize = 2; // Ensures first limb is noise-free.
36 let k_lut: usize = 2 * basek;
37 let rank: usize = 1;
38
39 let message_modulus: usize = 1 << 4;
40
41 let mut source_xs: Source = Source::new([1u8; 32]);
42 let mut source_xe: Source = Source::new([1u8; 32]);
43 let mut source_xa: Source = Source::new([1u8; 32]);
44
45 let mut sk_glwe: GLWESecret<Vec<u8>> = GLWESecret::alloc(&module, rank);
46 sk_glwe.fill_ternary_prob(0.5, &mut source_xs);
47 let sk_glwe_dft: FourierGLWESecret<Vec<u8>, FFT64> = FourierGLWESecret::from(&module, &sk_glwe);
48
49 let mut sk_lwe: LWESecret<Vec<u8>> = LWESecret::alloc(n_lwe);
50 sk_lwe.fill_binary_block(block_size, &mut source_xs);
51
52 let mut scratch: ScratchOwned = ScratchOwned::new(BlindRotationKeyCGGI::generate_from_sk_scratch_space(
53 &module, basek, k_brk, rank,
54 ));
55
56 let mut scratch_br: ScratchOwned = ScratchOwned::new(cggi_blind_rotate_scratch_space(
57 &module,
58 extension_factor,
59 basek,
60 k_lut,
61 k_brk,
62 rows_brk,
63 rank,
64 ));
65
66 let mut brk: BlindRotationKeyCGGI<FFT64> = BlindRotationKeyCGGI::allocate(&module, n_lwe, basek, k_brk, rows_brk, rank);
67
68 brk.generate_from_sk(
69 &module,
70 &sk_glwe_dft,
71 &sk_lwe,
72 &mut source_xa,
73 &mut source_xe,
74 3.2,
75 scratch.borrow(),
76 );
77
78 let mut lwe: LWECiphertext<Vec<u8>> = LWECiphertext::alloc(n_lwe, basek, k_lwe);
79
80 let mut pt_lwe: LWEPlaintext<Vec<u8>> = LWEPlaintext::alloc(basek, k_lwe);
81
82 let x: i64 = 2;
83 let bits: usize = 8;
84
85 pt_lwe.data.encode_coeff_i64(0, basek, bits, 0, x, bits);
86
87 // println!("{}", pt_lwe.data);
88
89 lwe.encrypt_sk(&pt_lwe, &sk_lwe, &mut source_xa, &mut source_xe, 3.2);
90
91 lwe.decrypt(&mut pt_lwe, &sk_lwe);
92
93 // println!("{}", pt_lwe.data);
94
95 let mut f: Vec<i64> = vec![0i64; message_modulus];
96 f.iter_mut()
97 .enumerate()
98 .for_each(|(i, x)| *x = 2 * (i as i64) + 1);
99
100 let mut lut: LookUpTable = LookUpTable::alloc(&module, basek, k_lut, extension_factor);
101 lut.set(&module, &f, message_modulus);
102
103 let mut res: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&module, basek, k_lut, rank);
104
105 cggi_blind_rotate(&module, &mut res, &lwe, &lut, &brk, scratch_br.borrow());
106
107 println!("out_mut.data: {}", res.data);
108
109 let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_lut);
110
111 res.decrypt(&module, &mut pt_have, &sk_glwe_dft, scratch.borrow());
112
113 println!("pt_have: {}", pt_have.data);
114
115 let mut lwe_2n: Vec<i64> = vec![0i64; lwe.n() + 1]; // TODO: from scratch space
116
117 negate_and_mod_switch_2n(2 * lut.domain_size(), &mut lwe_2n, &lwe.to_ref());
118
119 let pt_want: i64 = (lwe_2n[0]
120 + lwe_2n[1..]
121 .iter()
122 .zip(sk_lwe.data.at(0, 0))
123 .map(|(x, y)| x * y)
124 .sum::<i64>())
125 % (2 * lut.domain_size()) as i64;
126
127 // println!("pt_want: {}", pt_want);
128
129 lut.rotate(pt_want);
130
131 // lut.data.iter().for_each(|d| {
132 // println!("{}", d);
133 // });
134
135 // First limb should be exactly equal (test are parameterized such that the noise does not reach
136 // the first limb)
137 assert_eq!(pt_have.data.at(0, 0), lut.data[0].at(0, 0));
138
139 // Then checks the noise
140 // module.vec_znx_sub_ab_inplace(&mut lut.data[0], 0, &pt_have.data, 0);
141 // let noise: f64 = lut.data[0].std(0, basek);
142 // println!("noise: {}", noise);
143 // assert!(noise < 1e-3);
144}