#include "pir_client.hpp" using namespace std; using namespace seal; using namespace seal::util; PIRClient::PIRClient(const EncryptionParameters &enc_params, const PirParams &pir_params) : enc_params_(enc_params), pir_params_(pir_params){ context_ = make_shared(enc_params, true); keygen_ = make_unique(*context_); PublicKey public_key; keygen_->create_public_key(public_key); SecretKey secret_key = keygen_->secret_key(); if(pir_params_.enable_symmetric){ encryptor_ = make_unique(*context_, secret_key); } else{ encryptor_ = make_unique(*context_, public_key); } decryptor_ = make_unique(*context_, secret_key); evaluator_ = make_unique(*context_); encoder_ = make_unique(*context_); } PirQuery PIRClient::generate_query(uint64_t desiredIndex) { indices_ = compute_indices(desiredIndex, pir_params_.nvec); vector > result(pir_params_.d); int N = enc_params_.poly_modulus_degree(); Plaintext pt(enc_params_.poly_modulus_degree()); for (uint32_t i = 0; i < indices_.size(); i++) { uint32_t num_ptxts = ceil( (pir_params_.nvec[i] + 0.0) / N); // initialize result. cout << "Client: index " << i + 1 << "/ " << indices_.size() << " = " << indices_[i] << endl; cout << "Client: number of ctxts needed for query = " << num_ptxts << endl; for (uint32_t j =0; j < num_ptxts; j++){ pt.set_zero(); if (indices_[i] >= N*j && indices_[i] <= N*(j+1)){ uint64_t real_index = indices_[i] - N*j; uint64_t n_i = pir_params_.nvec[i]; uint64_t total = N; if (j == num_ptxts - 1){ total = n_i % N; } uint64_t log_total = ceil(log2(total)); cout << "Client: Inverting " << pow(2, log_total) << endl; pt[real_index] = invert_mod(pow(2, log_total), enc_params_.plain_modulus()); } Ciphertext dest; if(pir_params_.enable_symmetric){ encryptor_->encrypt_symmetric(pt, dest); } else{ encryptor_->encrypt(pt, dest); } result[i].push_back(dest); } } return result; } uint64_t PIRClient::get_fv_index(uint64_t element_index) { return static_cast(element_index / pir_params_.elements_per_plaintext); } uint64_t PIRClient::get_fv_offset(uint64_t element_index) { return element_index % pir_params_.elements_per_plaintext; } Plaintext PIRClient::decrypt(Ciphertext ct){ Plaintext pt; decryptor_->decrypt(ct, pt); return pt; } vector PIRClient::decode_reply(PirReply reply, uint64_t offset){ Plaintext result = decode_reply(reply); uint32_t N = enc_params_.poly_modulus_degree(); uint32_t logt = floor(log2(enc_params_.plain_modulus().value())); // Convert from FV plaintext (polynomial) to database element at the client vector elems(N * logt / 8); vector coeffs; encoder_->decode(result, coeffs); coeffs_to_bytes(logt, coeffs, elems.data(), (N * logt) / 8); return std::vector(elems.begin() + offset * pir_params_.ele_size, elems.begin() + (offset + 1) * pir_params_.ele_size); } Plaintext PIRClient::decode_reply(PirReply reply) { uint32_t exp_ratio = pir_params_.expansion_ratio; uint32_t recursion_level = pir_params_.d; vector temp = reply; uint64_t t = enc_params_.plain_modulus().value(); for (uint32_t i = 0; i < recursion_level; i++) { cout << "Client: " << i + 1 << "/ " << recursion_level << "-th decryption layer started." << endl; vector newtemp; vector tempplain; for (uint32_t j = 0; j < temp.size(); j++) { Plaintext ptxt; decryptor_->decrypt(temp[j], ptxt); #ifdef DEBUG cout << "Client: reply noise budget = " << decryptor_->invariant_noise_budget(temp[j]) << endl; #endif //cout << "decoded (and scaled) plaintext = " << ptxt.to_string() << endl; tempplain.push_back(ptxt); #ifdef DEBUG cout << "recursion level : " << i << " noise budget : "; cout << decryptor_->invariant_noise_budget(temp[j]) << endl; #endif if ((j + 1) % exp_ratio == 0 && j > 0) { // Combine into one ciphertext. Ciphertext combined = compose_to_ciphertext(tempplain); newtemp.push_back(combined); tempplain.clear(); // cout << "Client: const term of ciphertext = " << combined[0] << endl; } } cout << "Client: done." << endl; cout << endl; if (i == recursion_level - 1) { assert(temp.size() == 1); return tempplain[0]; } else { tempplain.clear(); temp = newtemp; } } // This should never be called assert(0); Plaintext fail; return fail; } GaloisKeys PIRClient::generate_galois_keys() { // Generate the Galois keys needed for coeff_select. vector<uint32_t> galois_elts; int N = enc_params_.poly_modulus_degree(); int logN = get_power_of_two(N); //cout << "printing galois elements..."; for (int i = 0; i < logN; i++) { galois_elts.push_back((N + exponentiate_uint(2, i)) / exponentiate_uint(2, i)); //#ifdef DEBUG // cout << galois_elts.back() << ", "; //#endif } GaloisKeys gal_keys; keygen_->create_galois_keys(galois_elts, gal_keys); return gal_keys; } Ciphertext PIRClient::compose_to_ciphertext(vector<Plaintext> plains) { size_t encrypted_count = 2; auto coeff_count = enc_params_.poly_modulus_degree(); auto coeff_mod_count = enc_params_.coeff_modulus().size(); uint64_t plainMod = enc_params_.plain_modulus().value(); int logt = floor(log2(plainMod)); Ciphertext result(*context_); result.resize(encrypted_count); // A triple for loop. Going over polys, moduli, and decomposed index. for (int i = 0; i < encrypted_count; i++) { uint64_t *encrypted_pointer = result.data(i); for (int j = 0; j < coeff_mod_count; j++) { // populate one poly at a time. // create a polynomial to store the current decomposition value // which will be copied into the array to populate it at the current // index. double logqj = log2(enc_params_.coeff_modulus()[j].value()); int expansion_ratio = ceil(logqj / logt); uint64_t cur = 1; // cout << "Client: expansion_ratio = " << expansion_ratio << endl; for (int k = 0; k < expansion_ratio; k++) { // Compose here const uint64_t *plain_coeff = plains[k + j * (expansion_ratio) + i * (coeff_mod_count * expansion_ratio)] .data(); for (int m = 0; m < coeff_count; m++) { if (k == 0) { *(encrypted_pointer + m + j * coeff_count) = *(plain_coeff + m) * cur; } else { *(encrypted_pointer + m + j * coeff_count) += *(plain_coeff + m) * cur; } } cur <<= logt; } } } return result; }