poulpy/poulpy-core/examples/encryption.rs
poulpy-core/examples/encryption.rsRaw
1use poulpy_core::{
2 layouts::{
3 prepared::GLWESecretPrepared, Base2K, Degree, GLWELayout, GLWEPlaintext, GLWEPlaintextLayout, GLWESecret, LWEInfos, Rank,
4 TorusPrecision, GLWE,
5 },
6 GLWESub, SIGMA,
7};
8
9#[cfg(all(feature = "enable-avx", target_arch = "x86_64"))]
10pub use poulpy_cpu_avx::FFT64Avx as BackendImpl;
11
12#[cfg(not(all(feature = "enable-avx", target_arch = "x86_64")))]
13pub use poulpy_cpu_ref::FFT64Ref as BackendImpl;
14
15use poulpy_hal::{
16 api::{ModuleNew, ScratchOwnedAlloc, ScratchOwnedBorrow, VecZnxFillUniform},
17 layouts::{Module, ScratchOwned},
18 source::Source,
19};
20
21fn main() {
22 // Ring degree
23 let log_n: usize = 10;
24
25 let n: Degree = Degree(1 << log_n);
26
27 // Base-2-k (implicit digit decomposition)
28 let base2k: Base2K = Base2K(14);
29
30 // Ciphertext Torus precision (equivalent to ciphertext modulus)
31 let k_ct: TorusPrecision = TorusPrecision(27);
32
33 // Plaintext Torus precision (equivament to plaintext modulus)
34 let k_pt: TorusPrecision = TorusPrecision(base2k.into());
35
36 // GLWE rank
37 let rank: Rank = Rank(1);
38
39 // Instantiate Module (DFT Tables)
40 let module: Module<BackendImpl> = Module::<BackendImpl>::new(n.0 as u64);
41
42 let glwe_ct_infos: GLWELayout = GLWELayout {
43 n,
44 base2k,
45 k: k_ct,
46 rank,
47 };
48
49 let glwe_pt_infos: GLWEPlaintextLayout = GLWEPlaintextLayout { n, base2k, k: k_pt };
50
51 // Allocates ciphertext & plaintexts
52 let mut ct: GLWE<Vec<u8>> = GLWE::alloc_from_infos(&glwe_ct_infos);
53 let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc_from_infos(&glwe_pt_infos);
54 let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc_from_infos(&glwe_pt_infos);
55
56 // CPRNG
57 let mut source_xs: Source = Source::new([0u8; 32]);
58 let mut source_xe: Source = Source::new([1u8; 32]);
59 let mut source_xa: Source = Source::new([2u8; 32]);
60
61 // Scratch space
62 let mut scratch: ScratchOwned<BackendImpl> = ScratchOwned::alloc(
63 GLWE::encrypt_sk_tmp_bytes(&module, &glwe_ct_infos) | GLWE::decrypt_tmp_bytes(&module, &glwe_ct_infos),
64 );
65
66 // Generate secret-key
67 let mut sk: GLWESecret<Vec<u8>> = GLWESecret::alloc_from_infos(&glwe_ct_infos);
68 sk.fill_ternary_prob(0.5, &mut source_xs);
69
70 // Backend-prepared secret
71 let mut sk_prepared: GLWESecretPrepared<Vec<u8>, BackendImpl> = GLWESecretPrepared::alloc(&module, rank);
72 sk_prepared.prepare(&module, &sk);
73
74 // DBG:
75 // obtain pk from sk
76 let mut pk = poulpy_core::layouts::GLWEPublicKey::alloc_from_infos(&glwe_ct_infos);
77 pk.generate(&module, &sk_prepared, &mut source_xa, &mut source_xe);
78 // Backend-prepared publickey:
79 let mut pk_prepared: poulpy_core::layouts::GLWEPublicKeyPrepared<Vec<u8>, BackendImpl> =
80 poulpy_core::layouts::GLWEPublicKeyPrepared::alloc(&module, base2k, k_ct, rank);
81 pk_prepared.prepare(&module, &pk);
82
83 // Uniform plaintext
84 module.vec_znx_fill_uniform(base2k.into(), &mut pt_want.data, 0, &mut source_xa);
85
86 // Encryption
87 // ct.encrypt_sk(
88 // &module,
89 // &pt_want,
90 // &sk_prepared,
91 // &mut source_xa,
92 // &mut source_xe,
93 // scratch.borrow(),
94 // );
95
96 // DBG: encrypt with public key
97 ct.encrypt_pk(
98 &module,
99 &pt_want,
100 &pk_prepared,
101 &mut source_xa,
102 &mut source_xe,
103 scratch.borrow(),
104 );
105
106 // Decryption
107 ct.decrypt(&module, &mut pt_have, &sk_prepared, scratch.borrow());
108
109 // Diff between pt - Dec(Enc(pt))
110 module.glwe_sub_inplace(&mut pt_want, &pt_have);
111
112 // Ideal vs. actual noise
113 let noise_have: f64 = pt_want.data.stats(base2k.into(), 0).std() * (ct.k().as_u32() as f64).exp2();
114 let noise_want: f64 = SIGMA;
115
116 // Check
117 assert!(noise_have <= noise_want + 0.2);
118}