/* Copyright (c) 2017, The University of Bristol, Senate House, Tyndall Avenue, Bristol, BS8 1TH, United Kingdom. Copyright (c) 2021, COSIC-KU Leuven, Kasteelpark Arenberg 10, bus 2452, B-3001 Leuven-Heverlee, Belgium. All rights reserved */ #include #include #include #include #include #include #include "FHE/FFT.h" #include "FHE/FFT_Data.h" #include "FHE/FHE_Keys.h" #include "FHE/FHE_Params.h" #include "FHE/Ring.h" #include "FHE/Ring_Element.h" #include "FHE/Rq_Element.h" #include "KeyGenM.h" #include "LSSS/PRSS.h" #include "Math/gfp.h" #include "Tools/Crypto.h" #include "config.h" using namespace std::chrono; KeyGenM::KeyGenM(Player &Pl) : P(Pl) { } void KeyGenM::genKey(unsigned int N, bigint fsize1, bigint fsize2, bigint pMPC, unsigned int nb_threads_1, unsigned int nb_threads_2, SSL_CTX *ctx, const SystemData &SD, vector>> &csockets, vector &MacK) { unsigned int whoami= P.whoami(); unsigned int nbPlayers= P.nplayers(); unsigned int nbThreads1= nb_threads_1; unsigned int nbThreads2= nb_threads_2; totalBitsGenerated= 0; gfp::init_field(fsize1); //Player Pmt1(whoami, SD, 0, ctx, csockets[1], MacK, 0); MASCOTTriples mt1(P, fsize1); mt1.Multiply(); mt1.Combine(); mt1.Authenticate(); mt1.Sacrifice(); //Init the factories gfp::init_field(fsize2); //Player Pmt2(whoami, SD, 0, ctx, csockets[nbThreads1 + 2], MacK, 0); MASCOTTriples mt2(P, fsize2); mt2.Multiply(); mt2.Combine(); mt2.Authenticate(); mt2.Sacrifice(); sec= 40; bit_batch_size= 51000; cout << "[KeyGenM - genKey] sec parameter for RandomBit set to " << sec << endl; cout << "[KeyGenM - genKey] batch size for RandomBit set to " << bit_batch_size << endl; //Init mutexes mtx1.resize(nbThreads1); mtx2.resize(nbThreads2); //Execute the offline phase of MASCOT in both worlds in threads gfp::init_field(fsize1); u_triples_w1.resize(nbThreads1); mac_u_triples_w1.resize(nbThreads1); vector TFactory1; unsigned long int totalProduced1= 0; bool keepGoing= true; for (unsigned int i= 0; i < nbThreads1; i++) { u_triples_w1[i].resize(3); mac_u_triples_w1[i].resize(3); Player *Ptmp1= new Player(whoami, SD, 0, ctx, csockets[i + 2], MacK, 0); MASCOTTriples *mt= new MASCOTTriples(*Ptmp1, fsize1, mt1.Delta, i + 2); thread th(&MASCOTTriples::execute, mt, ref(mtx1[i]), ref(u_triples_w1[i]), ref(mac_u_triples_w1[i]), ref(keepGoing), &totalProduced1); TFactory1.push_back(move(th)); } gfp::init_field(fsize2); u_triples_w2.resize(nbThreads2); mac_u_triples_w2.resize(nbThreads2); vector TFactory2; unsigned long int totalProduced2= 0; for (unsigned int i= 0; i < nbThreads2; i++) { u_triples_w2[i].resize(3); mac_u_triples_w2[i].resize(3); Player *Ptmp2= new Player(whoami, SD, 0, ctx, csockets[i + 3 + nbThreads1], MacK, 0); MASCOTTriples *mt= new MASCOTTriples(*Ptmp2, fsize2, mt2.Delta, i + 3 + nbThreads1); thread th(&MASCOTTriples::execute, mt, ref(mtx2[i]), ref(u_triples_w2[i]), ref(mac_u_triples_w2[i]), ref(keepGoing), &totalProduced2); TFactory2.push_back(move(th)); } //Compute a and a' in both worlds (as a big vector) Uniform(2 * N, mt1, mt2, fsize1, fsize2); //Compute enough randomBit to deal with Hamming and Gauss unsigned int h= HwtSK; if (h == 0) { //Compute e and e' in both worlds (as a big vector) Gauss(3 * N, mt1, mt2, fsize1, fsize2); gfp::init_field(fsize1); for (unsigned int i= 0; i < N; i++) { h_b_w1.push_back(g_w1.back()); mac_h_b_w1.push_back(mac_g_w1.back()); g_w1.pop_back(); mac_g_w1.pop_back(); } gfp::init_field(fsize2); for (unsigned int i= 0; i < N; i++) { h_b_w2.push_back(g_w2.back()); mac_h_b_w2.push_back(mac_g_w2.back()); g_w2.pop_back(); mac_g_w2.pop_back(); } } else { int nu= int(log(N) / log(2.0)); int l= int(log(h) / log(2.0)); //Compute s in both worlds Hamming(nu, l, mt1, mt2, fsize1, fsize2); //Compute e and e' in both worlds (as a big vector) Gauss(2 * N, mt1, mt2, fsize1, fsize2); } //Every parties input random vector (polynomial) in both worlds (bar P0) //First world 1 gfp::init_field(fsize1); vector> sk_w1(nbPlayers, vector(N)); vector> mac_sk_w1(nbPlayers, vector(N)); vector my_sk_w1(N); for (unsigned int i= 0; i < N; i++) { my_sk_w1[i].randomize(mt1.G); } for (unsigned int i= 1; i < whoami; i++) { Input_other(i, sk_w1[i], mac_sk_w1[i], fsize1, mt1); } if (whoami != 0) { Input_self(my_sk_w1, sk_w1[whoami], mac_sk_w1[whoami], fsize1, mt1); } for (unsigned int i= whoami + 1; i < nbPlayers; i++) { Input_other(i, sk_w1[i], mac_sk_w1[i], fsize1, mt1); } //Then world 2 gfp::init_field(fsize2); vector> sk_w2(nbPlayers, vector(N)); vector> mac_sk_w2(nbPlayers, vector(N)); vector my_sk_w2(N); for (unsigned int i= 0; i < N; i++) { my_sk_w2[i].randomize(mt2.G); } for (unsigned int i= 1; i < whoami; i++) { Input_other(i, sk_w2[i], mac_sk_w2[i], fsize2, mt2); } if (whoami != 0) { Input_self(my_sk_w2, sk_w2[whoami], mac_sk_w2[whoami], fsize2, mt2); } for (unsigned int i= whoami + 1; i < nbPlayers; i++) { Input_other(i, sk_w2[i], mac_sk_w2[i], fsize2, mt2); } //Compute the FFT on s gfp::init_field(fsize1); Ring Rg(2 * N); FFT_Data FFTD; FFTD.init(Rg, gfp::get_ZpD()); Ring_Element Re(FFTD); Ring_Element Re_mac(FFTD); //Extract bingint vector from gfp for FFT format vector h_b_w1_modp(N); vector h_b_w1_modp_mac(N); for (unsigned int i= 0; i < N; i++) { to_bigint(h_b_w1_modp[i], h_b_w1[i]); to_bigint(h_b_w1_modp_mac[i], mac_h_b_w1[i]); } Re.from_vec(h_b_w1_modp); Re_mac.from_vec(h_b_w1_modp_mac); RepType rep_type= evaluation; //Go to evaluation representation Re.change_rep(rep_type); Re_mac.change_rep(rep_type); //Put it back into gfp Re.to_vec_bigint(h_b_w1_modp, false); Re_mac.to_vec_bigint(h_b_w1_modp_mac, false); vector s_prime(N); vector s_prime_mac(N); for (unsigned int i= 0; i < N; i++) { to_gfp(s_prime[i], h_b_w1_modp[i]); to_gfp(s_prime_mac[i], h_b_w1_modp_mac[i]); } //Square this (Requires triples) mt1.Multiplication(s_prime, s_prime_mac, s_prime, s_prime_mac, s_prime, s_prime_mac, u_triples_w1, mac_u_triples_w1, mtx1); //Stop triple production keepGoing= false; //Put it back to Ring_element for (unsigned int i= 0; i < N; i++) { to_bigint(h_b_w1_modp[i], s_prime[i]); to_bigint(h_b_w1_modp_mac[i], s_prime_mac[i]); //We dont want to use from_vec as it assumes we are in poly rep Re.set_element(i, h_b_w1_modp[i]); Re_mac.set_element(i, h_b_w1_modp_mac[i]); } //Go back to pol representation rep_type= polynomial; Re.change_rep(rep_type); Re_mac.change_rep(rep_type); //Put it back into gfp Re.to_vec_bigint(h_b_w1_modp); Re_mac.to_vec_bigint(h_b_w1_modp_mac); for (unsigned int i= 0; i < N; i++) { to_gfp(s_prime[i], h_b_w1_modp[i]); to_gfp(s_prime_mac[i], h_b_w1_modp_mac[i]); } //Open a and a' in both worlds //First in world 1 vector u_w1_opened(2 * N); for (unsigned int i= 0; i < 2 * N; i++) { mt1.Open(u_w1[i], mac_u_w1[i], u_w1_opened[i]); } //Then in world 2 gfp::init_field(fsize2); vector u_w2_opened(2 * N); for (unsigned int i= 0; i < 2 * N; i++) { mt2.Open(u_w2[i], mac_u_w2[i], u_w2_opened[i]); } //Compute b and b' in both worlds //First in world 1 gfp::init_field(fsize1); Ring_Element Re_a0_w1(FFTD); Ring_Element Re_a0_prime_w1(FFTD); Ring_Element Re_s_w1(FFTD); Ring_Element Re_s_mac_w1(FFTD); Ring_Element Re_b_w1(FFTD); Ring_Element Re_b_mac_w1(FFTD); Ring_Element Re_b_prime_w1(FFTD); Ring_Element Re_b_prime_mac_w1(FFTD); //Extract bigint vectorf from gfp for Ring_Element format vector tmp_bigint(N); for (unsigned int i= 0; i < N; i++) { to_bigint(tmp_bigint[i], u_w1_opened[i]); } Re_a0_w1.from_vec(tmp_bigint); for (unsigned int i= 0; i < N; i++) { to_bigint(tmp_bigint[i], u_w1_opened[N + i]); } Re_a0_prime_w1.from_vec(tmp_bigint); for (unsigned int i= 0; i < N; i++) { to_bigint(tmp_bigint[i], h_b_w1[i]); } Re_s_w1.from_vec(tmp_bigint); for (unsigned int i= 0; i < N; i++) { to_bigint(tmp_bigint[i], mac_h_b_w1[i]); } Re_s_mac_w1.from_vec(tmp_bigint); //Compute the polynomial products mul(Re_b_w1, Re_a0_w1, Re_s_w1); mul(Re_b_mac_w1, Re_a0_w1, Re_s_mac_w1); mul(Re_b_prime_w1, Re_a0_prime_w1, Re_s_w1); mul(Re_b_prime_mac_w1, Re_a0_prime_w1, Re_s_mac_w1); //Convert back to gfp and compute the remaing part vector b_w1_local(N); vector b_w1_local_mac(N); vector b_w1_local_prime(N); vector b_w1_local_prime_mac(N); Re_b_w1.to_vec_bigint(tmp_bigint); for (unsigned int i= 0; i < N; i++) { to_gfp(b_w1_local[i], tmp_bigint[i]); } Re_b_mac_w1.to_vec_bigint(tmp_bigint); for (unsigned int i= 0; i < N; i++) { to_gfp(b_w1_local_mac[i], tmp_bigint[i]); } Re_b_prime_w1.to_vec_bigint(tmp_bigint); for (unsigned int i= 0; i < N; i++) { to_gfp(b_w1_local_prime[i], tmp_bigint[i]); } Re_b_prime_mac_w1.to_vec_bigint(tmp_bigint); for (unsigned int i= 0; i < N; i++) { to_gfp(b_w1_local_prime_mac[i], tmp_bigint[i]); } gfp fsize2_gfp_w1; gfp pMPC_gfp_w1; fsize2_gfp_w1.assign(fsize2); pMPC_gfp_w1.assign(pMPC); for (unsigned int i= 0; i < N; i++) { b_w1_local[i]= b_w1_local[i] + (pMPC_gfp_w1 * g_w1[i]); b_w1_local_mac[i]= b_w1_local_mac[i] + (pMPC_gfp_w1 * mac_g_w1[i]); b_w1_local_prime[i]= b_w1_local_prime[i] + (pMPC_gfp_w1 * g_w1[N + i]) - (fsize2_gfp_w1 * s_prime[i]); b_w1_local_prime_mac[i]= b_w1_local_prime_mac[i] + (pMPC_gfp_w1 * mac_g_w1[N + i]) - (fsize2_gfp_w1 * s_prime_mac[i]); } //Then in world 2 gfp::init_field(fsize2); FFT_Data FFTD_w2; FFTD_w2.init(Rg, gfp::get_ZpD()); Ring_Element Re_a0_w2(FFTD_w2); Ring_Element Re_a0_prime_w2(FFTD_w2); Ring_Element Re_s_w2(FFTD_w2); Ring_Element Re_s_mac_w2(FFTD_w2); Ring_Element Re_b_w2(FFTD_w2); Ring_Element Re_b_mac_w2(FFTD_w2); Ring_Element Re_b_prime_w2(FFTD_w2); Ring_Element Re_b_prime_mac_w2(FFTD_w2); //Extract bigint vectorf from gfp for Ring_Element format for (unsigned int i= 0; i < N; i++) { to_bigint(tmp_bigint[i], u_w2_opened[i]); } Re_a0_w2.from_vec(tmp_bigint); for (unsigned int i= 0; i < N; i++) { to_bigint(tmp_bigint[i], u_w2_opened[N + i]); } Re_a0_prime_w2.from_vec(tmp_bigint); for (unsigned int i= 0; i < N; i++) { to_bigint(tmp_bigint[i], h_b_w2[i]); } Re_s_w2.from_vec(tmp_bigint); for (unsigned int i= 0; i < N; i++) { to_bigint(tmp_bigint[i], mac_h_b_w2[i]); } Re_s_mac_w2.from_vec(tmp_bigint); //Compute the polynomial products mul(Re_b_w2, Re_a0_w2, Re_s_w2); mul(Re_b_mac_w2, Re_a0_w2, Re_s_mac_w2); mul(Re_b_prime_w2, Re_a0_prime_w2, Re_s_w2); mul(Re_b_prime_mac_w2, Re_a0_prime_w2, Re_s_mac_w2); //Convert back to gfp and compute the remaing part vector b_w2_local(N); vector b_w2_local_mac(N); vector b_w2_local_prime(N); vector b_w2_local_prime_mac(N); Re_b_w2.to_vec_bigint(tmp_bigint); for (unsigned int i= 0; i < N; i++) { to_gfp(b_w2_local[i], tmp_bigint[i]); } Re_b_mac_w2.to_vec_bigint(tmp_bigint); for (unsigned int i= 0; i < N; i++) { to_gfp(b_w2_local_mac[i], tmp_bigint[i]); } Re_b_prime_w2.to_vec_bigint(tmp_bigint); for (unsigned int i= 0; i < N; i++) { to_gfp(b_w2_local_prime[i], tmp_bigint[i]); } Re_b_prime_mac_w2.to_vec_bigint(tmp_bigint); for (unsigned int i= 0; i < N; i++) { to_gfp(b_w2_local_prime_mac[i], tmp_bigint[i]); } gfp pMPC_gfp_w2; pMPC_gfp_w2.assign(pMPC); for (unsigned int i= 0; i < N; i++) { b_w2_local[i]= b_w2_local[i] + (pMPC_gfp_w2 * g_w2[i]); b_w2_local_mac[i]= b_w2_local_mac[i] + (pMPC_gfp_w2 * mac_g_w2[i]); b_w2_local_prime[i]= b_w2_local_prime[i] + (pMPC_gfp_w2 * g_w2[N + i]); b_w2_local_prime_mac[i]= b_w2_local_prime_mac[i] + (pMPC_gfp_w2 * mac_g_w2[N + i]); } //Compute secret key share for P0 //First in world 1 gfp::init_field(fsize1); for (unsigned int i= 0; i < N; i++) { sk_w1[0][i]= h_b_w1[i]; mac_sk_w1[0][i]= mac_h_b_w1[i]; for (unsigned int j= 1; j < nbPlayers; j++) { sk_w1[0][i]= sk_w1[0][i] - sk_w1[j][i]; mac_sk_w1[0][i]= mac_sk_w1[0][i] - mac_sk_w1[j][i]; } } //Then in world 2 gfp::init_field(fsize2); for (unsigned int i= 0; i < N; i++) { sk_w2[0][i]= h_b_w2[i]; mac_sk_w2[0][i]= mac_h_b_w2[i]; for (unsigned int j= 1; j < nbPlayers; j++) { sk_w2[0][i]= sk_w2[0][i] - sk_w2[j][i]; mac_sk_w2[0][i]= mac_sk_w2[0][i] - mac_sk_w2[j][i]; } } //Open b and b' in both worlds //First in world 1 gfp::init_field(fsize1); vector b0_w1_opened(N); vector b0_prime_w1_opened(N); for (unsigned int i= 0; i < N; i++) { mt1.Open(b_w1_local[i], b_w1_local_mac[i], b0_w1_opened[i]); mt1.Open(b_w1_local_prime[i], b_w1_local_prime_mac[i], b0_prime_w1_opened[i]); } //Then in world 2 gfp::init_field(fsize2); vector b0_w2_opened(N); vector b0_prime_w2_opened(N); for (unsigned int i= 0; i < N; i++) { mt2.Open(b_w2_local[i], b_w2_local_mac[i], b0_w2_opened[i]); mt2.Open(b_w2_local_prime[i], b_w2_local_prime_mac[i], b0_prime_w2_opened[i]); } //Output secret key to P0 //First in world 1 gfp::init_field(fsize1); vector epsilon_w1(N); vector epsilon_mac_w1(N); vector my_epsilon_w1(N); if (whoami == 0) { for (unsigned int i= 0; i < N; i++) { my_epsilon_w1[i].randomize(mt1.G); } Input_self(my_epsilon_w1, epsilon_w1, epsilon_mac_w1, fsize1, mt1); } else { Input_other(0, epsilon_w1, epsilon_mac_w1, fsize1, mt1); } vector> sk_w1_opened(nbPlayers, vector(N)); for (unsigned int i= 0; i < N; i++) { sk_w1[0][i]= sk_w1[0][i] - epsilon_w1[i]; mac_sk_w1[0][i]= mac_sk_w1[0][i] - epsilon_mac_w1[i]; mt1.Open(sk_w1[0][i], mac_sk_w1[0][i], sk_w1_opened[0][i]); if (whoami == 0) { sk_w1_opened[0][i]= sk_w1_opened[0][i] + my_epsilon_w1[i]; } } //Wait for production threads to finish for (unsigned int i= 0; i < nbThreads1; i++) { TFactory1[i].join(); } //Check that MPC went OK mt1.Check(); //Then in world 2 gfp::init_field(fsize2); vector epsilon_w2(N); vector epsilon_mac_w2(N); vector my_epsilon_w2(N); if (whoami == 0) { for (unsigned int i= 0; i < N; i++) { my_epsilon_w2[i].randomize(mt2.G); } Input_self(my_epsilon_w2, epsilon_w2, epsilon_mac_w2, fsize2, mt2); } else { Input_other(0, epsilon_w2, epsilon_mac_w2, fsize2, mt2); } vector> sk_w2_opened(nbPlayers, vector(N)); for (unsigned int i= 0; i < N; i++) { sk_w2[0][i]= sk_w2[0][i] - epsilon_w2[i]; mac_sk_w2[0][i]= mac_sk_w2[0][i] - epsilon_mac_w2[i]; mt2.Open(sk_w2[0][i], mac_sk_w2[0][i], sk_w2_opened[0][i]); if (whoami == 0) { sk_w2_opened[0][i]= sk_w2_opened[0][i] + my_epsilon_w2[i]; } } //Wait for factory threads for (unsigned int i= 0; i < nbThreads2; i++) { TFactory2[i].join(); } //Check that MPC went OK mt2.Check(); //CRT gfp::init_field(fsize1); Ring_Element Re_a0(FFTD); Ring_Element Re_b0(FFTD); Ring_Element Re_sk_w1(FFTD); Ring_Element Re_a0_prime(FFTD); Ring_Element Re_b0_prime(FFTD); for (unsigned int i= 0; i < N; i++) { to_bigint(tmp_bigint[i], u_w1_opened[i]); } Re_a0.from_vec(tmp_bigint); for (unsigned int i= 0; i < N; i++) { to_bigint(tmp_bigint[i], b0_w1_opened[i]); } Re_b0.from_vec(tmp_bigint); for (unsigned int i= 0; i < N; i++) { if (whoami == 0) { to_bigint(tmp_bigint[i], sk_w1_opened[0][i]); } else { to_bigint(tmp_bigint[i], my_sk_w1[i]); } } Re_sk_w1.from_vec(tmp_bigint); for (unsigned int i= 0; i < N; i++) { to_bigint(tmp_bigint[i], u_w1_opened[N + i]); } Re_a0_prime.from_vec(tmp_bigint); for (unsigned int i= 0; i < N; i++) { to_bigint(tmp_bigint[i], b0_prime_w1_opened[i]); } Re_b0_prime.from_vec(tmp_bigint); //World 2 gfp::init_field(fsize2); Ring_Element Re_a1(FFTD_w2); Ring_Element Re_b1(FFTD_w2); Ring_Element Re_sk_w2(FFTD_w2); Ring_Element Re_a1_prime(FFTD_w2); Ring_Element Re_b1_prime(FFTD_w2); for (unsigned int i= 0; i < N; i++) { to_bigint(tmp_bigint[i], u_w2_opened[i]); } Re_a1.from_vec(tmp_bigint); for (unsigned int i= 0; i < N; i++) { to_bigint(tmp_bigint[i], b0_w2_opened[i]); } Re_b1.from_vec(tmp_bigint); for (unsigned int i= 0; i < N; i++) { if (whoami == 0) { to_bigint(tmp_bigint[i], sk_w2_opened[0][i]); } else { to_bigint(tmp_bigint[i], my_sk_w2[i]); } } Re_sk_w2.from_vec(tmp_bigint); for (unsigned int i= 0; i < N; i++) { to_bigint(tmp_bigint[i], u_w2_opened[N + i]); } Re_a1_prime.from_vec(tmp_bigint); for (unsigned int i= 0; i < N; i++) { to_bigint(tmp_bigint[i], b0_prime_w2_opened[i]); } Re_b1_prime.from_vec(tmp_bigint); Rq_Element Rq_a(Re_a0, Re_a1); Rq_Element Rq_b(Re_b0, Re_b1); Rq_Element Rq_sk(Re_sk_w1, Re_sk_w2); Rq_Element Rq_a_2(Re_a0_prime, Re_a1_prime); Rq_Element Rq_b_2(Re_b0_prime, Re_b1_prime); Rq_a.change_rep(evaluation, evaluation); Rq_b.change_rep(evaluation, evaluation); Rq_sk.change_rep(evaluation, evaluation); Rq_a_2.change_rep(evaluation, evaluation); Rq_b_2.change_rep(evaluation, evaluation); FHE_Params params; params.set(Rg, fsize1, fsize2, h, nbPlayers); FHE_PK pk(params, pMPC); pk.assign(Rq_a, Rq_b, Rq_a_2, Rq_b_2); FHE_SK sk(params, pMPC); sk.assign(Rq_sk); cout << "[KeyGenM - genKey] Total amount of bits consumed in w1 : " << totalBitsGenerated - b_w1.size() << endl; cout << "[KeyGenM - genKey] Total amount of bits consumed in w2 : " << totalBitsGenerated - b_w2.size() << endl; cout << "[KeyGenM - genKey] Writing to file" << endl; stringstream ss; ss << "Data/FHE-Key-" << whoami << ".key"; ofstream outk(ss.str().c_str()); outk << N << " " << fsize1 << " " << fsize2 << " " << pMPC << " " << (unsigned int) h << endl << ":"; outk << pk; outk << sk << endl; outk.close(); } void KeyGenM::RandomMaBit(int M, int sec, MASCOTTriples &mt1, MASCOTTriples &mt2, bigint fsize1, bigint fsize2) { cout << "[KeyGenM - RandomMaBit] Starting bit generation" << endl; unsigned int nbPlayers= P.nplayers(); unsigned int whoami= P.whoami(); /*Step 1*/ //Sample random bits PRNG G; G.ReSeed(0); //Input bits in world 1 gfp::init_field(fsize2); vector b_mine_w2; vector> b_shared_w2; vector> mac_b_shared_w2; b_mine_w2.resize(M + sec); b_shared_w2.resize(nbPlayers); mac_b_shared_w2.resize(nbPlayers); for (unsigned int i= 0; i < nbPlayers; i++) { b_shared_w2[i].resize(M + sec); mac_b_shared_w2[i].resize(M + sec); } //Sample uniform random from Fp for (int i= 0; i < M + sec; i++) { b_mine_w2[i].randomize(G); } for (unsigned int i= 0; i < whoami; i++) { Input_other(i, b_shared_w2[i], mac_b_shared_w2[i], fsize2, mt2); } Input_self(b_mine_w2, b_shared_w2[whoami], mac_b_shared_w2[whoami], fsize2, mt2); for (unsigned int i= whoami + 1; i < nbPlayers; i++) { Input_other(i, b_shared_w2[i], mac_b_shared_w2[i], fsize2, mt2); } cout << "[1] Input all to w2" << endl; //Sum the inputs from all parties vector x_w2(M + sec); vector mac_x_w2(M + sec); for (int i= 0; i < M + sec; i++) { x_w2[i]= b_shared_w2[0][i]; mac_x_w2[i]= mac_b_shared_w2[0][i]; for (unsigned int j= 1; j < nbPlayers; j++) { x_w2[i]+= b_shared_w2[j][i]; mac_x_w2[i]+= mac_b_shared_w2[j][i]; } } //Comput the square of all the inputs vector y_w2(M + sec); vector mac_y_w2(M + sec); mt2.Multiplication(x_w2, mac_x_w2, x_w2, mac_x_w2, y_w2, mac_y_w2, u_triples_w2, mac_u_triples_w2, mtx2); //Open the squares to everyone vector open_y_w2(M + sec); for (int i= 0; i < M + sec; i++) { mt2.Open(y_w2[i], mac_y_w2[i], open_y_w2[i]); } //Check and keep in memory those that are not equal to zero vector non_zero_index; for (int i= 0; i < M + sec; i++) { if (!open_y_w2[i].is_zero()) { non_zero_index.push_back(i); } } //Compute the sqrt of the opened y and the final output vector bits_w2(non_zero_index.size()); vector mac_bits_w2(non_zero_index.size()); gfp const_2; gfp const_1; const_1.assign(1); const_2.assign(2); const_2.invert(); unsigned int currIndex; for (unsigned int i= 0; i < non_zero_index.size(); i++) { currIndex= non_zero_index[i]; open_y_w2[currIndex]= (open_y_w2[currIndex].sqrRoot()); open_y_w2[currIndex].invert(); bits_w2[currIndex]= x_w2[currIndex] * open_y_w2[currIndex]; mac_bits_w2[currIndex]= mac_x_w2[currIndex] * open_y_w2[currIndex]; if (P.whoami() == 0) { bits_w2[currIndex]+= const_1; } mac_bits_w2[currIndex]+= const_1 * mt2.Delta; bits_w2[currIndex]= bits_w2[currIndex] * (const_2); mac_bits_w2[currIndex]= mac_bits_w2[currIndex] * (const_2); } cout << "[2] Finished GenBit" << endl; //Compute the scaling factor (delta in the protocol) bigint scaling_factor; bigint bigint_np= nbPlayers; scaling_factor= div_c(fsize2, bigint_np); //Compute h_{i,j} = floor(b_{i,j}/delta) vector local_h(non_zero_index.size()); for (unsigned int i= 0; i < non_zero_index.size(); i++) { currIndex= non_zero_index[i]; bigint tmp_conv; to_bigint(tmp_conv, bits_w2[currIndex], true); local_h[i]= div_f(tmp_conv, scaling_factor); } //Send local_h to P0 /*convert bigint to gfp for easier IO functionalities*/ unsigned int curr_size= non_zero_index.size(); gfp::init_field(fsize1); vector bits_w1(curr_size); vector mac_bits_w1(curr_size); gfp::init_field(fsize2); if (P.whoami() != 0) { ostringstream os; for (unsigned int i= 0; i < curr_size; i++) { gfp tmp_gfp; to_gfp(tmp_gfp, local_h[i]); tmp_gfp.output(os, false); } P.send_to_player(0, os.str(), 1); //Pl l!=0 computes b mod fsize1 for later input vector bits_w2_bigint_tmp(curr_size); for (unsigned int j= 0; j < curr_size; j++) { to_bigint(bits_w2_bigint_tmp[j], bits_w2[non_zero_index[j]]); } gfp::init_field(fsize1); for (unsigned int j= 0; j < curr_size; j++) { to_gfp(bits_w1[j], bits_w2_bigint_tmp[j]); } //Pl l!=0 computes b mod fsize2 for later input // (basically here reordering if some were 0) gfp::init_field(fsize2); for (unsigned int j= 0; j < curr_size; j++) { bits_w2[j]= bits_w2[non_zero_index[j]]; } bits_w2.resize(curr_size); } else { for (unsigned int i= 1; i < nbPlayers; i++) { string ss; P.receive_from_player(i, ss, 1); istringstream is(ss); for (unsigned int j= 0; j < curr_size; j++) { gfp tmp_gfp; tmp_gfp.input(is, false); bigint tmp_bigint; to_bigint(tmp_bigint, tmp_gfp, true); local_h[j]= local_h[j] + tmp_bigint; } } //As P0, compute k in step (e) for (unsigned int j= 0; j < curr_size; j++) { local_h[j]= local_h[j] * scaling_factor; local_h[j]= div_c(local_h[j], fsize2); } //P0 computes b - k*fsize2 mod fsize1 for later input vector bits_w2_bigint_tmp(curr_size); for (unsigned int j= 0; j < curr_size; j++) { to_bigint(bits_w2_bigint_tmp[j], bits_w2[non_zero_index[j]]); } gfp::init_field(fsize1); for (unsigned int j= 0; j < curr_size; j++) { gfp tmp_gfp; to_gfp(tmp_gfp, local_h[j] * fsize2); to_gfp(bits_w1[j], bits_w2_bigint_tmp[j]); bits_w1[j]= bits_w1[j] - tmp_gfp; } //P0 computes b - k*fsize2 mod fsize2 for later input gfp::init_field(fsize2); for (unsigned int j= 0; j < curr_size; j++) { gfp tmp_gfp; to_gfp(tmp_gfp, local_h[j] * fsize2); bits_w2[j]= bits_w2[non_zero_index[j]] - tmp_gfp; } bits_w2.resize(curr_size); } //Input in world 2 for (unsigned int i= 0; i < nbPlayers; i++) { b_shared_w2[i].resize(curr_size); mac_b_shared_w2[i].resize(curr_size); } for (unsigned int i= 0; i < whoami; i++) { Input_other(i, b_shared_w2[i], mac_b_shared_w2[i], fsize2, mt2); } Input_self(bits_w2, b_shared_w2[whoami], mac_b_shared_w2[whoami], fsize2, mt2); for (unsigned int i= whoami + 1; i < nbPlayers; i++) { Input_other(i, b_shared_w2[i], mac_b_shared_w2[i], fsize2, mt2); } cout << "[3] Finished all the inputs in w2" << endl; //Sum up the inputs x_w2.resize(curr_size); mac_x_w2.resize(curr_size); for (unsigned int i= 0; i < curr_size; i++) { x_w2[i]= b_shared_w2[0][i]; mac_x_w2[i]= mac_b_shared_w2[0][i]; for (unsigned int j= 1; j < nbPlayers; j++) { x_w2[i]+= b_shared_w2[j][i]; mac_x_w2[i]+= mac_b_shared_w2[j][i]; } } //Input in world 1 gfp::init_field(fsize1); vector> b_shared_w1; vector> mac_b_shared_w1; b_shared_w1.resize(nbPlayers); mac_b_shared_w1.resize(nbPlayers); for (unsigned int i= 0; i < nbPlayers; i++) { b_shared_w1[i].resize(curr_size); mac_b_shared_w1[i].resize(curr_size); } for (unsigned int i= 0; i < whoami; i++) { Input_other(i, b_shared_w1[i], mac_b_shared_w1[i], fsize1, mt1); } Input_self(bits_w1, b_shared_w1[whoami], mac_b_shared_w1[whoami], fsize1, mt1); for (unsigned int i= whoami + 1; i < nbPlayers; i++) { Input_other(i, b_shared_w1[i], mac_b_shared_w1[i], fsize1, mt1); } cout << "[4] Finished all the inputs in w1" << endl; //Sum up the inputs vector x_w1(curr_size); vector mac_x_w1(curr_size); for (unsigned int i= 0; i < curr_size; i++) { x_w1[i]= b_shared_w1[0][i]; mac_x_w1[i]= mac_b_shared_w1[0][i]; for (unsigned int j= 1; j < nbPlayers; j++) { x_w1[i]+= b_shared_w1[j][i]; mac_x_w1[i]+= mac_b_shared_w1[j][i]; } } //Initialize Frand uint8_t seed[SEED_SIZE]; PRNG G2; AgreeRandom(P, seed, SEED_SIZE, 1); G2.SetSeedFromRandom(seed); //Generate curr_size (m + gamma ideally) random number in [0,...,2^sec] vector r; r.resize(curr_size); for (unsigned int i= 0; i < curr_size; i++) { r[i].resize(sec); r[i].randomize(G2); } vector os; os.resize(curr_size); for (unsigned int i= 0; i < curr_size; i++) { for (unsigned int j= 0; j < r[0].size_bytes(); j++) { os[i] << int((r[i].get_ptr())[j]); } os[i] << endl; } //Translate r into w2 gfp::init_field(fsize2); vector r_w2(curr_size); for (unsigned int i= 0; i < curr_size; i++) { istringstream is(os[i].str()); r_w2[i].input(is, true); } //Compute linear combination of bits in w1 gfp S_w2; gfp mac_S_w2; S_w2.assign(0); mac_S_w2.assign(0); for (unsigned int i= 0; i < curr_size; i++) { S_w2+= r_w2[i] * x_w2[i]; mac_S_w2+= r_w2[i] * mac_x_w2[i]; } cout << "[5] Finished computing S in w2" << endl; //Translate r into w2 gfp::init_field(fsize1); vector r_w1(curr_size); for (unsigned int i= 0; i < curr_size; i++) { istringstream is(os[i].str()); r_w1[i].input(is, true); } //Compute linear combination of bits in w2 gfp S_w1; gfp mac_S_w1; S_w1.assign(0); mac_S_w1.assign(0); for (unsigned int i= 0; i < curr_size; i++) { S_w1+= r_w1[i] * x_w1[i]; mac_S_w1+= r_w1[i] * mac_x_w1[i]; } cout << "[6] Finished computing S in w1" << endl; //Open both gfp::init_field(fsize2); gfp open_S_w2; mt2.Open(S_w2, mac_S_w2, open_S_w2); //Convert S_w2 to bigint, to put it into w1 bigint open_S_w2_bigint; to_bigint(open_S_w2_bigint, open_S_w2, true); gfp::init_field(fsize1); gfp open_S_w1; mt1.Open(S_w1, mac_S_w1, open_S_w1); gfp open_S_w2_in_w1; to_gfp(open_S_w2_in_w1, open_S_w2_bigint); if (open_S_w2_in_w1 != open_S_w1) { cout << "Abort bits are not equal in both worlds" << endl; throw bad_value(); } cout << "[KeyGenM - RandomMaBit] End of bit generation " << endl; //Outputing M bits gfp::init_field(fsize1); for (int i= 0; i < M; i++) { b_w1.push_back(x_w1[i]); mac_b_w1.push_back(mac_x_w1[i]); } gfp::init_field(fsize2); for (int i= 0; i < M; i++) { b_w2.push_back(x_w2[i]); mac_b_w2.push_back(mac_x_w2[i]); } totalBitsGenerated+= M; cout << "[KeyGenM - RandomBit] Generated " << totalBitsGenerated << " in total" << endl; } void KeyGenM::RandomBit(int M, int sec, MASCOTTriples &mt1, MASCOTTriples &mt2, bigint fsize1, bigint fsize2) { cout << "[KeyGenM - RandomBit] Starting bit generation" << endl; unsigned int nbPlayers= P.nplayers(); unsigned int whoami= P.whoami(); /*Step 1*/ //Sample random bits vector b_mine; PRNG G; G.ReSeed(0); b_mine.resize(M + sec); for (int i= 0; i < M + sec; i++) { b_mine[i]= (G.get_uchar() & 1); } //Input bits in world 1 gfp::init_field(fsize1); vector b_mine_w1; vector> b_shared_w1; vector> mac_b_shared_w1; b_mine_w1.resize(M + sec); b_shared_w1.resize(nbPlayers); mac_b_shared_w1.resize(nbPlayers); for (unsigned int i= 0; i < nbPlayers; i++) { b_shared_w1[i].resize(M + sec); mac_b_shared_w1[i].resize(M + sec); } for (int i= 0; i < M + sec; i++) { b_mine_w1[i].assign(b_mine[i]); } for (unsigned int i= 0; i < whoami; i++) { Input_other(i, b_shared_w1[i], mac_b_shared_w1[i], fsize1, mt1); } Input_self(b_mine_w1, b_shared_w1[whoami], mac_b_shared_w1[whoami], fsize1, mt1); for (unsigned int i= whoami + 1; i < nbPlayers; i++) { Input_other(i, b_shared_w1[i], mac_b_shared_w1[i], fsize1, mt1); } //Input bits in world 2 gfp::init_field(fsize2); vector b_mine_w2; vector> b_shared_w2; vector> mac_b_shared_w2; b_mine_w2.resize(M + sec); b_shared_w2.resize(nbPlayers); mac_b_shared_w2.resize(nbPlayers); for (unsigned int i= 0; i < nbPlayers; i++) { b_shared_w2[i].resize(M + sec); mac_b_shared_w2[i].resize(M + sec); } for (int i= 0; i < M + sec; i++) { b_mine_w2[i].assign(b_mine[i]); } for (unsigned int i= 0; i < whoami; i++) { Input_other(i, b_shared_w2[i], mac_b_shared_w2[i], fsize2, mt2); } Input_self(b_mine_w2, b_shared_w2[whoami], mac_b_shared_w2[whoami], fsize2, mt2); for (unsigned int i= whoami + 1; i < nbPlayers; i++) { Input_other(i, b_shared_w2[i], mac_b_shared_w2[i], fsize2, mt2); } /*Step 2*/ // World 1 (2-a) gfp::init_field(fsize1); gfp gfp2_w1; vector b_w1_local; vector mac_b_w1_local; b_w1_local.resize(M + sec); mac_b_w1_local.resize(M + sec); gfp2_w1.assign(2); for (int i= 0; i < M + sec; i++) { b_w1_local[i]= b_shared_w1[0][i]; mac_b_w1_local[i]= mac_b_shared_w1[0][i]; } for (unsigned int i= 1; i < nbPlayers; i++) { //Prepare multiplication terms vector mult_term1; vector mac_mult_term1; vector mult_term2; vector mac_mult_term2; vector res_mult; vector mac_res_mult; mult_term1.resize(M + sec); mac_mult_term1.resize(M + sec); mult_term2.resize(M + sec); mac_mult_term2.resize(M + sec); res_mult.resize(M + sec); mac_res_mult.resize(M + sec); for (int j= 0; j < M + sec; j++) { mult_term1[j]= b_w1_local[j]; mac_mult_term1[j]= mac_b_w1_local[j]; mult_term2[j]= b_shared_w1[i][j]; mac_mult_term2[j]= mac_b_shared_w1[i][j]; } mt1.Multiplication(mult_term1, mac_mult_term1, mult_term2, mac_mult_term2, res_mult, mac_res_mult, u_triples_w1, mac_u_triples_w1, mtx1); //compute the new bi for (int j= 0; j < M + sec; j++) { b_w1_local[j]= b_w1_local[j] + b_shared_w1[i][j] - (gfp2_w1 * res_mult[j]); mac_b_w1_local[j]= mac_b_w1_local[j] + mac_b_shared_w1[i][j] - (gfp2_w1 * mac_res_mult[j]); } } // World 2 (2-b) gfp::init_field(fsize2); gfp gfp2_w2; vector b_w2_local; vector mac_b_w2_local; b_w2_local.resize(M + sec); mac_b_w2_local.resize(M + sec); gfp2_w2.assign(2); for (int i= 0; i < M + sec; i++) { b_w2_local[i]= b_shared_w2[0][i]; mac_b_w2_local[i]= mac_b_shared_w2[0][i]; } for (unsigned int i= 1; i < nbPlayers; i++) { //Prepare multiplication terms vector mult_term1; vector mac_mult_term1; vector mult_term2; vector mac_mult_term2; vector res_mult; vector mac_res_mult; mult_term1.resize(M + sec); mac_mult_term1.resize(M + sec); mult_term2.resize(M + sec); mac_mult_term2.resize(M + sec); res_mult.resize(M + sec); mac_res_mult.resize(M + sec); for (int j= 0; j < M + sec; j++) { mult_term1[j]= b_w2_local[j]; mac_mult_term1[j]= mac_b_w2_local[j]; mult_term2[j]= b_shared_w2[i][j]; mac_mult_term2[j]= mac_b_shared_w2[i][j]; } mt2.Multiplication(mult_term1, mac_mult_term1, mult_term2, mac_mult_term2, res_mult, mac_res_mult, u_triples_w2, mac_u_triples_w2, mtx2); //compute the new bi for (int j= 0; j < M + sec; j++) { b_w2_local[j]= b_w2_local[j] + b_shared_w2[i][j] - (gfp2_w2 * res_mult[j]); mac_b_w2_local[j]= mac_b_w2_local[j] + mac_b_shared_w2[i][j] - (gfp2_w2 * mac_res_mult[j]); } } /*Step 3*/ //Get random elements in both worlds and compute t0 and t1 uint8_t seed[SEED_SIZE]; PRNG G2; AgreeRandom(P, seed, SEED_SIZE, 1); G2.SetSeedFromRandom(seed); //World 1 //Sample r gfp::init_field(fsize1); vector r_w1; r_w1.resize(M + sec); for (int i= 0; i < M + sec; i++) { r_w1[i].randomize(G2); } //Compute t0 gfp t_w1; gfp mac_t_w1; gfp gfp1_w1; gfp1_w1.assign(1); vector mult_term2_w1; vector mac_mult_term2_w1; vector res_mult_w1; vector mac_res_mult_w1; mult_term2_w1.resize(M + sec); mac_mult_term2_w1.resize(M + sec); res_mult_w1.resize(M + sec); mac_res_mult_w1.resize(M + sec); for (int i= 0; i < M + sec; i++) { if (whoami == 0) { mult_term2_w1[i]= b_w1_local[i] - gfp1_w1; } else { mult_term2_w1[i]= b_w1_local[i]; } mac_mult_term2_w1[i]= mac_b_w1_local[i] - gfp1_w1 * mt1.Delta; } mt1.Multiplication(b_w1_local, mac_b_w1_local, mult_term2_w1, mac_mult_term2_w1, res_mult_w1, mac_res_mult_w1, u_triples_w1, mac_u_triples_w1, mtx1); t_w1.assign(0); mac_t_w1.assign(0); for (int i= 0; i < M + sec; i++) { t_w1+= r_w1[i] * res_mult_w1[i]; mac_t_w1+= r_w1[i] * mac_res_mult_w1[i]; } //World 2 //Sample r gfp::init_field(fsize2); vector r_w2; r_w2.resize(M + sec); for (int i= 0; i < M + sec; i++) { r_w2[i].randomize(G2); } //Compute t0 gfp t_w2; gfp mac_t_w2; gfp gfp1_w2; gfp1_w2.assign(1); vector mult_term2_w2; vector mac_mult_term2_w2; vector res_mult_w2; vector mac_res_mult_w2; mult_term2_w2.resize(M + sec); mac_mult_term2_w2.resize(M + sec); res_mult_w2.resize(M + sec); mac_res_mult_w2.resize(M + sec); for (int i= 0; i < M + sec; i++) { if (whoami == 0) { mult_term2_w2[i]= b_w2_local[i] - gfp1_w2; } else { mult_term2_w2[i]= b_w2_local[i]; } mac_mult_term2_w2[i]= mac_b_w2_local[i] - gfp1_w2 * mt2.Delta; } mt2.Multiplication(b_w2_local, mac_b_w2_local, mult_term2_w2, mac_mult_term2_w2, res_mult_w2, mac_res_mult_w2, u_triples_w2, mac_u_triples_w2, mtx2); t_w2.assign(0); mac_t_w2.assign(0); for (int i= 0; i < M + sec; i++) { t_w2+= r_w2[i] * res_mult_w2[i]; mac_t_w2+= r_w2[i] * mac_res_mult_w2[i]; } /*Step 6, generate random s in [0,...,2^sec] */ vector s; s.resize(M + sec); for (int i= 0; i < M + sec; i++) { s[i].resize(sec); s[i].randomize(G2); } vector os; os.resize(M + sec); for (int i= 0; i < M + sec; i++) { for (unsigned int j= 0; j < s[0].size_bytes(); j++) { os[i] << int((s[i].get_ptr())[j]); } os[i] << endl; } //Translate s into w1 gfp::init_field(fsize1); vector s_w1; s_w1.resize(M + sec); for (int i= 0; i < M + sec; i++) { istringstream is(os[i].str()); s_w1[i].input(is, true); } //Compute v0 gfp v_w1; gfp mac_v_w1; v_w1.assign(0); mac_v_w1.assign(0); for (int i= 0; i < M + sec; i++) { v_w1+= s_w1[i] * b_w1_local[i]; mac_v_w1+= s_w1[i] * mac_b_w1_local[i]; } //Translate s into w2 gfp::init_field(fsize2); vector s_w2; s_w2.resize(M + sec); for (int i= 0; i < M + sec; i++) { istringstream is(os[i].str()); s_w2[i].input(is, true); } //Compute v1 gfp v_w2; gfp mac_v_w2; v_w2.assign(0); mac_v_w2.assign(0); for (int i= 0; i < M + sec; i++) { v_w2+= s_w2[i] * b_w2_local[i]; mac_v_w2+= s_w2[i] * mac_b_w2_local[i]; } //Open t0, t1, v0, v1 gfp::init_field(fsize1); gfp open_t_w1; gfp open_v_w1; mt1.Open(t_w1, mac_t_w1, open_t_w1); mt1.Open(v_w1, mac_v_w1, open_v_w1); bigint open_v_w1_bigint; to_bigint(open_v_w1_bigint, open_v_w1, true); if (open_t_w1 != 0) { cout << "ABORT t_w1 neq 0" << endl; throw bad_value(); } gfp::init_field(fsize2); gfp open_t_w2; gfp open_v_w2; mt2.Open(t_w2, mac_t_w2, open_t_w2); mt2.Open(v_w2, mac_v_w2, open_v_w2); bigint open_v_w2_bigint; to_bigint(open_v_w2_bigint, open_v_w2, true); if (open_t_w2 != 0) { cout << "ABORT t_w2 neq 0" << endl; throw bad_value(); } if ((open_v_w1_bigint % fsize2) != (open_v_w2_bigint % fsize2)) { cout << "ABORT v_w1 neq v_w2 " << endl; cout << "v_w1 = " << open_v_w1_bigint << endl; cout << "v_w2 = " << open_v_w2_bigint << endl; throw bad_value(); } cout << "[KeyGenM - RandomBit] End of bit generation " << endl; //Outputing M bits gfp::init_field(fsize1); for (int i= 0; i < M; i++) { b_w1.push_back(b_w1_local[i]); mac_b_w1.push_back(mac_b_w1_local[i]); } gfp::init_field(fsize2); for (int i= 0; i < M; i++) { b_w2.push_back(b_w2_local[i]); mac_b_w2.push_back(mac_b_w2_local[i]); } totalBitsGenerated+= M; cout << "[KeyGenM - RandomBit] Generated " << totalBitsGenerated << " in total" << endl; } void KeyGenM::Hamming(int nu, int l, MASCOTTriples &mt1, MASCOTTriples &mt2, bigint fsize1, bigint fsize2) { cout << "[KeyGenM - Hamming] Starting hamming" << endl; /*Step 1 set parameters*/ unsigned int N= 1 << nu; //The following assumes that there are enough shared bits that have been processed /*Step 3 compute the product to get bi in both worlds*/ //First world 1 gfp::init_field(fsize1); vector> hamming_b_w1; vector> mac_hamming_b_w1; hamming_b_w1.resize(N); mac_hamming_b_w1.resize(N); for (unsigned int i= 0; i < N; i++) { hamming_b_w1[i].resize(nu - l); mac_hamming_b_w1[i].resize(nu - l); while (b_w1.empty() || b_w1.size() < (unsigned) nu - l) { RandomMaBit(bit_batch_size, sec, mt1, mt2, fsize1, fsize2); gfp::init_field(fsize1); } for (int j= 0; j < nu - l; j++) { hamming_b_w1[i][j]= b_w1.front(); b_w1.pop_front(); mac_hamming_b_w1[i][j]= mac_b_w1.front(); mac_b_w1.pop_front(); } } //Multiplication with minimized number of rounds while (hamming_b_w1[N - 1].size() != 1) { for (int i= 0; i < ceil(hamming_b_w1[N - 1].size() / 2.); i++) { if ((unsigned int) 2 * i + 1 < hamming_b_w1[N - 1].size()) //if (2*i + 1 < b_w1[0].size()) { vector mult_term1(N); vector mac_mult_term1(N); vector mult_term2(N); vector mac_mult_term2(N); vector res(N); vector mac_res(N); for (unsigned int j= 0; j < N; j++) { mult_term1[j]= hamming_b_w1[j][2 * i]; mac_mult_term1[j]= mac_hamming_b_w1[j][2 * i]; mult_term2[j]= hamming_b_w1[j][2 * i + 1]; mac_mult_term2[j]= mac_hamming_b_w1[j][2 * i + 1]; } mt1.Multiplication(mult_term1, mac_mult_term1, mult_term2, mac_mult_term2, res, mac_res, u_triples_w1, mac_u_triples_w1, mtx1); for (unsigned int j= 0; j < N; j++) { hamming_b_w1[j][2 * i]= res[j]; mac_hamming_b_w1[j][2 * i]= mac_res[j]; //Removing 2*i + 1 element hamming_b_w1[j].erase(hamming_b_w1[j].begin() + 2 * i + 1, hamming_b_w1[j].begin() + 2 * i + 2); mac_hamming_b_w1[j].erase(mac_hamming_b_w1[j].begin() + 2 * i + 1, mac_hamming_b_w1[j].begin() + 2 * i + 2); } } } } //Do the same in world 2 gfp::init_field(fsize2); vector> hamming_b_w2; vector> mac_hamming_b_w2; hamming_b_w2.resize(N); mac_hamming_b_w2.resize(N); for (unsigned int i= 0; i < N; i++) { hamming_b_w2[i].resize(nu - l); mac_hamming_b_w2[i].resize(nu - l); for (int j= 0; j < nu - l; j++) { hamming_b_w2[i][j]= b_w2.front(); b_w2.pop_front(); mac_hamming_b_w2[i][j]= mac_b_w2.front(); mac_b_w2.pop_front(); } } //Multiplication with minimized number of rounds while (hamming_b_w2[N - 1].size() != 1) { for (int i= 0; i < ceil(hamming_b_w2[N - 1].size() / 2.); i++) { if ((unsigned int) 2 * i + 1 < hamming_b_w2[N - 1].size()) { vector mult_term1(N); vector mac_mult_term1(N); vector mult_term2(N); vector mac_mult_term2(N); vector res(N); vector mac_res(N); for (unsigned int j= 0; j < N; j++) { mult_term1[j]= hamming_b_w2[j][2 * i]; mac_mult_term1[j]= mac_hamming_b_w2[j][2 * i]; mult_term2[j]= hamming_b_w2[j][2 * i + 1]; mac_mult_term2[j]= mac_hamming_b_w2[j][2 * i + 1]; } mt2.Multiplication(mult_term1, mac_mult_term1, mult_term2, mac_mult_term2, res, mac_res, u_triples_w2, mac_u_triples_w2, mtx2); for (unsigned int j= 0; j < N; j++) { hamming_b_w2[j][2 * i]= res[j]; mac_hamming_b_w2[j][2 * i]= mac_res[j]; //Removing 2*i + 1 element hamming_b_w2[j].erase(hamming_b_w2[j].begin() + 2 * i + 1, hamming_b_w2[j].begin() + 2 * i + 2); mac_hamming_b_w2[j].erase(mac_hamming_b_w2[j].begin() + 2 * i + 1, mac_hamming_b_w2[j].begin() + 2 * i + 2); } } } } /*Compute the final bi's*/ //First in world 1 gfp::init_field(fsize1); vector s_w1; vector mac_s_w1; vector flat_hamming_w1; vector mac_flat_hamming_w1; gfp gfp2_w1; gfp gfp1_w1; s_w1.resize(N); mac_s_w1.resize(N); flat_hamming_w1.resize(N); mac_flat_hamming_w1.resize(N); h_b_w1.resize(N); mac_h_b_w1.resize(N); while (b_w1.empty() || b_w1.size() < N) { RandomMaBit(bit_batch_size, sec, mt1, mt2, fsize1, fsize2); gfp::init_field(fsize1); } for (unsigned int i= 0; i < N; i++) { s_w1[i]= b_w1.front(); b_w1.pop_front(); mac_s_w1[i]= mac_b_w1.front(); mac_b_w1.pop_front(); flat_hamming_w1[i]= hamming_b_w1[i][0]; mac_flat_hamming_w1[i]= mac_hamming_b_w1[i][0]; } gfp2_w1.assign(2); gfp1_w1.assign(1); //Compute 2*si - 1 for (unsigned int i= 0; i < N; i++) { s_w1[i]= gfp2_w1 * s_w1[i]; if (P.whoami() == 0) { s_w1[i]= s_w1[i] - gfp1_w1; } mac_s_w1[i]= gfp2_w1 * mac_s_w1[i] - gfp1_w1 * mt1.Delta; } mt1.Multiplication(flat_hamming_w1, mac_flat_hamming_w1, s_w1, mac_s_w1, h_b_w1, mac_h_b_w1, u_triples_w1, mac_u_triples_w1, mtx1); //Then in world 2 gfp::init_field(fsize2); vector s_w2; vector mac_s_w2; vector flat_hamming_w2; vector mac_flat_hamming_w2; gfp gfp2_w2; gfp gfp1_w2; s_w2.resize(N); mac_s_w2.resize(N); flat_hamming_w2.resize(N); mac_flat_hamming_w2.resize(N); h_b_w2.resize(N); mac_h_b_w2.resize(N); for (unsigned int i= 0; i < N; i++) { s_w2[i]= b_w2.front(); b_w2.pop_front(); mac_s_w2[i]= mac_b_w2.front(); mac_b_w2.pop_front(); flat_hamming_w2[i]= hamming_b_w2[i][0]; mac_flat_hamming_w2[i]= mac_hamming_b_w2[i][0]; } gfp2_w2.assign(2); gfp1_w2.assign(1); //Compute 2*si - 1 for (unsigned int i= 0; i < N; i++) { s_w2[i]= gfp2_w2 * s_w2[i]; if (P.whoami() == 0) { s_w2[i]= s_w2[i] - gfp1_w2; } mac_s_w2[i]= gfp2_w2 * mac_s_w2[i] - gfp1_w2 * mt2.Delta; } mt2.Multiplication(flat_hamming_w2, mac_flat_hamming_w2, s_w2, mac_s_w2, h_b_w2, mac_h_b_w2, u_triples_w2, mac_u_triples_w2, mtx2); cout << "[KeyGenM - Hamming] Finished Hamming" << endl; } void KeyGenM::Gauss(unsigned int N, MASCOTTriples &mt1, MASCOTTriples &mt2, bigint fsize1, bigint fsize2) { cout << "[KeyGenM - Gauss] Starting Gauss" << endl; unsigned int newHopeB= NewHopeB; //First in world 1 gfp::init_field(fsize1); g_w1.resize(N); mac_g_w1.resize(N); for (unsigned int i= 0; i < N; i++) { g_w1[i].assign(0); mac_g_w1[i].assign(0); while (b_w1.empty() || b_w1.size() < 2 * newHopeB) { RandomMaBit(bit_batch_size, sec, mt1, mt2, fsize1, fsize2); gfp::init_field(fsize1); } for (unsigned int j= 0; j < newHopeB; j++) { g_w1[i]= g_w1[i] + b_w1.front(); mac_g_w1[i]= mac_g_w1[i] + mac_b_w1.front(); b_w1.pop_front(); mac_b_w1.pop_front(); g_w1[i]= g_w1[i] - b_w1.front(); mac_g_w1[i]= mac_g_w1[i] - mac_b_w1.front(); b_w1.pop_front(); mac_b_w1.pop_front(); } } //Then in world 2 gfp::init_field(fsize2); g_w2.resize(N); mac_g_w2.resize(N); for (unsigned int i= 0; i < N; i++) { g_w2[i].assign(0); mac_g_w2[i].assign(0); for (unsigned int j= 0; j < newHopeB; j++) { g_w2[i]= g_w2[i] + b_w2.front(); mac_g_w2[i]= mac_g_w2[i] + mac_b_w2.front(); b_w2.pop_front(); mac_b_w2.pop_front(); g_w2[i]= g_w2[i] - b_w2.front(); mac_g_w2[i]= mac_g_w2[i] - mac_b_w2.front(); b_w2.pop_front(); mac_b_w2.pop_front(); } } cout << "[KeyGenM - Gauss] Finished Gauss" << endl; } void KeyGenM::Uniform(unsigned int N, MASCOTTriples &mt1, MASCOTTriples &mt2, bigint fsize1, bigint fsize2) { cout << "[KeyGenM - Uniform] Starting Uniform" << endl; unsigned int nbPlayers= P.nplayers(); unsigned int whoami= P.whoami(); //First in world 1 gfp::init_field(fsize1); vector v_mine_w1; vector> v_shared_w1; vector> mac_v_shared_w1; v_shared_w1.resize(nbPlayers); mac_v_shared_w1.resize(nbPlayers); v_mine_w1.resize(N); for (unsigned int i= 0; i < nbPlayers; i++) { v_shared_w1[i].resize(N); mac_v_shared_w1[i].resize(N); if (i == whoami) { for (unsigned int j= 0; j < N; j++) { v_mine_w1[j].randomize(mt1.G); } } } //Input from all parties for (unsigned int i= 0; i < whoami; i++) { Input_other(i, v_shared_w1[i], mac_v_shared_w1[i], fsize1, mt1); } Input_self(v_mine_w1, v_shared_w1[whoami], mac_v_shared_w1[whoami], fsize1, mt1); for (unsigned int i= whoami + 1; i < nbPlayers; i++) { Input_other(i, v_shared_w1[i], mac_v_shared_w1[i], fsize1, mt1); } //Sum up everything u_w1.resize(N); mac_u_w1.resize(N); for (unsigned int i= 0; i < N; i++) { u_w1[i].assign(0); mac_u_w1[i].assign(0); for (unsigned int j= 0; j < nbPlayers; j++) { u_w1[i]= u_w1[i] + v_shared_w1[j][i]; mac_u_w1[i]= mac_u_w1[i] + mac_v_shared_w1[j][i]; } } //Then in world 2 gfp::init_field(fsize2); vector v_mine_w2; vector> v_shared_w2; vector> mac_v_shared_w2; v_shared_w2.resize(nbPlayers); mac_v_shared_w2.resize(nbPlayers); v_mine_w2.resize(N); for (unsigned int i= 0; i < nbPlayers; i++) { v_shared_w2[i].resize(N); mac_v_shared_w2[i].resize(N); if (i == whoami) { for (unsigned int j= 0; j < N; j++) { v_mine_w2[j].randomize(mt2.G); } } } //Input from all parties for (unsigned int i= 0; i < whoami; i++) { Input_other(i, v_shared_w2[i], mac_v_shared_w2[i], fsize2, mt2); } Input_self(v_mine_w2, v_shared_w2[whoami], mac_v_shared_w2[whoami], fsize2, mt2); for (unsigned int i= whoami + 1; i < nbPlayers; i++) { Input_other(i, v_shared_w2[i], mac_v_shared_w2[i], fsize2, mt2); } //Sum up everything u_w2.resize(N); mac_u_w2.resize(N); for (unsigned int i= 0; i < N; i++) { u_w2[i].assign(0); mac_u_w2[i].assign(0); for (unsigned int j= 0; j < nbPlayers; j++) { u_w2[i]= u_w2[i] + v_shared_w2[j][i]; mac_u_w2[i]= mac_u_w2[i] + mac_v_shared_w2[j][i]; } } cout << "[KeyGenM - Uniform] Finished Uniform" << endl; } void KeyGenM::Input_self(vector &in, vector &out, vector &mac_out, bigint p, MASCOTTriples &mt) { unsigned int nbElements= in.size(); unsigned int nbPlayers= P.nplayers(); unsigned int whoami= P.whoami(); //Init gfp in the correct world gfp::init_field(p); //1 - Sample x0 PRNG G; G.ReSeed(0); gfp x0; x0.randomize(G); //2 - Create random additive sharing for x0 and in vector> additive_sharing; additive_sharing.resize(nbElements + 1); for (unsigned int i= 0; i < nbElements + 1; i++) { additive_sharing[i].resize(nbPlayers); if (i == 0) { additive_sharing[i][nbPlayers - 1]= x0; } else { additive_sharing[i][nbPlayers - 1]= in[(i - 1)]; } for (unsigned int j= 0; j < nbPlayers - 1; j++) { additive_sharing[i][j].randomize(G); additive_sharing[i][nbPlayers - 1]-= additive_sharing[i][j]; } } for (unsigned int i= 0; i < nbElements; i++) { out[i]= additive_sharing[i + 1][whoami]; } //Send the additive sharings for (unsigned int i= 0; i < nbPlayers; i++) { if (i != whoami) { ostringstream os; for (unsigned int j= 0; j < nbElements + 1; j++) { additive_sharing[j][i].output(os, false); } P.send_to_player(i, os.str(), 1); } } //3 - Call to COPE.extend as sender vector> t; vector x_for_COPE(nbElements + 1); t.resize(nbPlayers); x_for_COPE[0]= x0; for (unsigned int i= 0; i < nbElements; i++) { x_for_COPE[i + 1]= in[i]; } for (unsigned int i= 0; i < nbPlayers; i++) { t[i].resize(nbElements + 1); if (i != whoami) { mt.COPE_S[i].extend_vec(P, x_for_COPE, t[i], true); } } //5 - Compute the MAC shares gfp mac_x0; for (unsigned int i= 0; i < nbElements + 1; i++) { if (i == 0) { mac_x0= x0 * mt.Delta; for (unsigned int j= 0; j < nbPlayers; j++) { if (j != whoami) { mac_x0+= t[j][i]; } } } else { mac_out[i - 1]= in[(i - 1)] * mt.Delta; for (unsigned int j= 0; j < nbPlayers; j++) { if (j != whoami) { mac_out[i - 1]+= t[j][i]; } } } } //6 - Sample r for linear combination uint8_t seed[SEED_SIZE]; PRNG G2; vector r; AgreeRandom(P, seed, SEED_SIZE, 1); G2.SetSeedFromRandom(seed); r.resize(nbElements + 1); for (unsigned int i= 0; i < nbElements + 1; i++) { r[i].randomize(G2); } //7 - compute and broadcast y gfp y; y= x0 * r[0]; for (unsigned int i= 0; i < nbElements; i++) { y+= r[i + 1] * in[i]; } ostringstream os; y.output(os, false); P.send_all(os.str(), 1); //8 - compute m gfp m; m= r[0] * mac_x0; for (unsigned int i= 0; i < nbElements; i++) { m+= r[i + 1] * mac_out[i]; } //9 - MacCheck MacCheck(y, m, p, mt); } void KeyGenM::Input_other(int nbP_Input, vector &out, vector &mac_out, bigint p, MASCOTTriples &mt) { unsigned int nbElements= out.size(); //Init gfp in the correct world gfp::init_field(p); //2 - Receive additive sharings gfp share_x0; string ss; P.receive_from_player(nbP_Input, ss, 1); istringstream is(ss); for (unsigned int i= 0; i < nbElements + 1; i++) { if (i == 0) { share_x0.input(is, false); } else { out[i - 1].input(is, false); } } //3 - Call to COPE.extend as receiver vector receive_COPE(nbElements + 1); gfp mac_x0; mt.COPE_R[nbP_Input].extend_vec(P, receive_COPE, true); for (unsigned int i= 0; i < nbElements + 1; i++) { if (i == 0) { mac_x0= receive_COPE[i]; } else { mac_out[i - 1]= receive_COPE[i]; } } //6 - Sample r for linear comb uint8_t seed[SEED_SIZE]; PRNG G2; vector r; AgreeRandom(P, seed, SEED_SIZE, 1); G2.SetSeedFromRandom(seed); r.resize(nbElements + 1); for (unsigned int i= 0; i < nbElements + 1; i++) { r[i].randomize(G2); } //7 - receive y gfp y; string ss2; P.receive_from_player(nbP_Input, ss2, 1); istringstream is2(ss2); y.input(is2, false); //8 - compute m gfp m; m= r[0] * mac_x0; for (unsigned int i= 0; i < nbElements; i++) { m+= r[i + 1] * mac_out[i]; } //MACCheck MacCheck(y, m, p, mt); } void KeyGenM::MacCheck(gfp y, gfp m, bigint p, MASCOTTriples &mt) { gfp::init_field(p); vector sigma; gfp check; sigma.resize(P.nplayers()); sigma[P.whoami()]= m - (y * mt.Delta); Commit_And_Open(sigma, P, true, 1); check.assign(0); for (unsigned int i= 0; i < P.nplayers(); i++) { check+= sigma[i]; } if (check != 0) { cout << "ABORT CHECK KEYGEN " << endl; exit(0); } }