poulpy/core/src/blind_rotation/test/cggi.rs
core/src/blind_rotation/test/cggi.rsRaw
1use backend::{
2 hal::{
3 api::{
4 MatZnxAlloc, ModuleNew, ScalarZnxAlloc, ScratchOwnedAlloc, ScratchOwnedBorrow, VecZnxAddNormal,
5 VecZnxAddScalarInplace, VecZnxAlloc, VecZnxAllocBytes, VecZnxEncodeCoeffsi64, VecZnxFillUniform, VecZnxRotateInplace,
6 VecZnxSub, VecZnxSwithcDegree, ZnxView,
7 },
8 layouts::{Backend, Module, ScratchOwned},
9 oep::{
10 ScratchAvailableImpl, ScratchOwnedAllocImpl, ScratchOwnedBorrowImpl, TakeVecZnxBigImpl, TakeVecZnxDftImpl,
11 TakeVecZnxDftSliceImpl, TakeVecZnxImpl, TakeVecZnxSliceImpl, VecZnxBigAllocBytesImpl, VecZnxDftAllocBytesImpl,
12 },
13 },
14 implementation::cpu_spqlios::FFT64,
15};
16use sampling::source::Source;
17
18use crate::{
19 BlindRotationKeyCGGIExecLayoutFamily, CCGIBlindRotationFamily, GLWECiphertext, GLWEDecryptFamily, GLWEPlaintext, GLWESecret,
20 GLWESecretExec, GLWESecretFamily, Infos, LWECiphertext, LWESecret,
21 blind_rotation::{
22 cggi::{cggi_blind_rotate, cggi_blind_rotate_scratch_space, negate_and_mod_switch_2n},
23 key::{BlindRotationKeyCGGI, BlindRotationKeyCGGIExec},
24 lut::LookUpTable,
25 },
26 lwe::{LWEPlaintext, ciphertext::LWECiphertextToRef},
27};
28
29#[test]
30fn standard() {
31 let module: Module<FFT64> = Module::<FFT64>::new(512);
32 blind_rotatio_test(&module, 224, 1, 1);
33}
34
35#[test]
36fn block_binary() {
37 let module: Module<FFT64> = Module::<FFT64>::new(512);
38 blind_rotatio_test(&module, 224, 7, 1);
39}
40
41#[test]
42fn block_binary_extended() {
43 let module: Module<FFT64> = Module::<FFT64>::new(512);
44 blind_rotatio_test(&module, 224, 7, 2);
45}
46
47pub(crate) trait CGGITestModuleFamily<B: Backend> = CCGIBlindRotationFamily<B>
48 + GLWESecretFamily<B>
49 + GLWEDecryptFamily<B>
50 + BlindRotationKeyCGGIExecLayoutFamily<B>
51 + VecZnxAlloc
52 + ScalarZnxAlloc
53 + VecZnxFillUniform
54 + VecZnxAddNormal
55 + VecZnxAllocBytes
56 + VecZnxAddScalarInplace
57 + VecZnxEncodeCoeffsi64
58 + VecZnxRotateInplace
59 + VecZnxSwithcDegree
60 + MatZnxAlloc
61 + VecZnxSub;
62pub(crate) trait CGGITestScratchFamily<B: Backend> = VecZnxDftAllocBytesImpl<B>
63 + VecZnxBigAllocBytesImpl<B>
64 + ScratchOwnedAllocImpl<B>
65 + ScratchOwnedBorrowImpl<B>
66 + TakeVecZnxDftImpl<B>
67 + TakeVecZnxBigImpl<B>
68 + TakeVecZnxDftSliceImpl<B>
69 + ScratchAvailableImpl<B>
70 + TakeVecZnxImpl<B>
71 + TakeVecZnxSliceImpl<B>;
72
73fn blind_rotatio_test<B: Backend>(module: &Module<B>, n_lwe: usize, block_size: usize, extension_factor: usize)
74where
75 Module<B>: CGGITestModuleFamily<B>,
76 B: CGGITestScratchFamily<B>,
77{
78 let basek: usize = 19;
79
80 let k_lwe: usize = 24;
81 let k_brk: usize = 3 * basek;
82 let rows_brk: usize = 2; // Ensures first limb is noise-free.
83 let k_lut: usize = 1 * basek;
84 let k_res: usize = 2 * basek;
85 let rank: usize = 1;
86
87 let message_modulus: usize = 1 << 4;
88
89 let mut source_xs: Source = Source::new([2u8; 32]);
90 let mut source_xe: Source = Source::new([2u8; 32]);
91 let mut source_xa: Source = Source::new([1u8; 32]);
92
93 let mut sk_glwe: GLWESecret<Vec<u8>> = GLWESecret::alloc(module, rank);
94 sk_glwe.fill_ternary_prob(0.5, &mut source_xs);
95 let sk_glwe_dft: GLWESecretExec<Vec<u8>, B> = GLWESecretExec::from(module, &sk_glwe);
96
97 let mut sk_lwe: LWESecret<Vec<u8>> = LWESecret::alloc(n_lwe);
98 sk_lwe.fill_binary_block(block_size, &mut source_xs);
99
100 let mut scratch: ScratchOwned<B> = ScratchOwned::<B>::alloc(BlindRotationKeyCGGI::generate_from_sk_scratch_space(
101 module, basek, k_brk, rank,
102 ));
103
104 let mut scratch_br: ScratchOwned<B> = ScratchOwned::<B>::alloc(cggi_blind_rotate_scratch_space(
105 module,
106 block_size,
107 extension_factor,
108 basek,
109 k_res,
110 k_brk,
111 rows_brk,
112 rank,
113 ));
114
115 let mut brk: BlindRotationKeyCGGI<Vec<u8>> = BlindRotationKeyCGGI::alloc(module, n_lwe, basek, k_brk, rows_brk, rank);
116
117 brk.generate_from_sk(
118 module,
119 &sk_glwe_dft,
120 &sk_lwe,
121 &mut source_xa,
122 &mut source_xe,
123 3.2,
124 scratch.borrow(),
125 );
126
127 let mut lwe: LWECiphertext<Vec<u8>> = LWECiphertext::alloc(n_lwe, basek, k_lwe);
128
129 let mut pt_lwe: LWEPlaintext<Vec<u8>> = LWEPlaintext::alloc(basek, k_lwe);
130
131 let x: i64 = 2;
132 let bits: usize = 8;
133
134 module.encode_coeff_i64(basek, &mut pt_lwe.data, 0, bits, 0, x, bits);
135
136 lwe.encrypt_sk(
137 module,
138 &pt_lwe,
139 &sk_lwe,
140 &mut source_xa,
141 &mut source_xe,
142 3.2,
143 );
144
145 let mut f: Vec<i64> = vec![0i64; message_modulus];
146 f.iter_mut()
147 .enumerate()
148 .for_each(|(i, x)| *x = 2 * (i as i64) + 1);
149
150 let mut lut: LookUpTable = LookUpTable::alloc(module, basek, k_lut, extension_factor);
151 lut.set(module, &f, message_modulus);
152
153 let mut res: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(module, basek, k_res, rank);
154
155 let brk_exec: BlindRotationKeyCGGIExec<Vec<u8>, B> = BlindRotationKeyCGGIExec::from(module, &brk, scratch_br.borrow());
156
157 cggi_blind_rotate(module, &mut res, &lwe, &lut, &brk_exec, scratch_br.borrow());
158
159 let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(module, basek, k_res);
160
161 res.decrypt(module, &mut pt_have, &sk_glwe_dft, scratch.borrow());
162
163 let mut lwe_2n: Vec<i64> = vec![0i64; lwe.n() + 1]; // TODO: from scratch space
164
165 negate_and_mod_switch_2n(2 * lut.domain_size(), &mut lwe_2n, &lwe.to_ref());
166
167 let pt_want: i64 = (lwe_2n[0]
168 + lwe_2n[1..]
169 .iter()
170 .zip(sk_lwe.data.at(0, 0))
171 .map(|(x, y)| x * y)
172 .sum::<i64>())
173 & (2 * lut.domain_size() - 1) as i64;
174
175 lut.rotate(module, pt_want);
176
177 // First limb should be exactly equal (test are parameterized such that the noise does not reach
178 // the first limb)
179 assert_eq!(pt_have.data.at(0, 0), lut.data[0].at(0, 0));
180}