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simple-integers-serial.cpp
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simple-integers-serial.cpp
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//==================================================================================
// BSD 2-Clause License
//
// Copyright (c) 2014-2022, NJIT, Duality Technologies Inc. and other contributors
//
// All rights reserved.
//
// Author TPOC: [email protected]
//
// Redistribution and use in source and binary forms, with or without
// modification, are permitted provided that the following conditions are met:
//
// 1. Redistributions of source code must retain the above copyright notice, this
// list of conditions and the following disclaimer.
//
// 2. Redistributions in binary form must reproduce the above copyright notice,
// this list of conditions and the following disclaimer in the documentation
// and/or other materials provided with the distribution.
//
// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
// AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
// IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
// DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
// FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
// DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
// SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
// CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
// OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
// OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
//==================================================================================
/*
Simple example for BFVrns (integer arithmetic) with serialization. Refer to the simple-real-numbers-serial file for
an example of how to use. this in a "client-server" setup
*/
#include "openfhe.h"
// header files needed for serialization
#include "ciphertext-ser.h"
#include "cryptocontext-ser.h"
#include "key/key-ser.h"
#include "scheme/bfvrns/bfvrns-ser.h"
using namespace lbcrypto;
const std::string DATAFOLDER = "demoData";
int main() {
std::cout << "This program requres the subdirectory `" << DATAFOLDER << "' to exist, otherwise you will get "
<< "an error writing serializations." << std::endl;
// Sample Program: Step 1: Set CryptoContext
CCParams<CryptoContextBFVRNS> parameters;
parameters.SetPlaintextModulus(65537);
parameters.SetMultiplicativeDepth(2);
CryptoContext<DCRTPoly> cryptoContext = GenCryptoContext(parameters);
// Enable features that you wish to use
cryptoContext->Enable(PKE);
cryptoContext->Enable(KEYSWITCH);
cryptoContext->Enable(LEVELEDSHE);
std::cout << "\nThe cryptocontext has been generated." << std::endl;
// Serialize cryptocontext
if (!Serial::SerializeToFile(DATAFOLDER + "/cryptocontext.txt", cryptoContext, SerType::BINARY)) {
std::cerr << "Error writing serialization of the crypto context to "
"cryptocontext.txt"
<< std::endl;
return 1;
}
std::cout << "The cryptocontext has been serialized." << std::endl;
// Sample Program: Step 2: Key Generation
// Initialize Public Key Containers
KeyPair<DCRTPoly> keyPair;
// Generate a public/private key pair
keyPair = cryptoContext->KeyGen();
std::cout << "The key pair has been generated." << std::endl;
// Serialize the public key
if (!Serial::SerializeToFile(DATAFOLDER + "/key-public.txt", keyPair.publicKey, SerType::BINARY)) {
std::cerr << "Error writing serialization of public key to key-public.txt" << std::endl;
return 1;
}
std::cout << "The public key has been serialized." << std::endl;
// Serialize the secret key
if (!Serial::SerializeToFile(DATAFOLDER + "/key-private.txt", keyPair.secretKey, SerType::BINARY)) {
std::cerr << "Error writing serialization of private key to key-private.txt" << std::endl;
return 1;
}
std::cout << "The secret key has been serialized." << std::endl;
// Generate the relinearization key
cryptoContext->EvalMultKeyGen(keyPair.secretKey);
std::cout << "The eval mult keys have been generated." << std::endl;
// Serialize the relinearization (evaluation) key for homomorphic
// multiplication
std::ofstream emkeyfile(DATAFOLDER + "/" + "key-eval-mult.txt", std::ios::out | std::ios::binary);
if (emkeyfile.is_open()) {
if (cryptoContext->SerializeEvalMultKey(emkeyfile, SerType::BINARY) == false) {
std::cerr << "Error writing serialization of the eval mult keys to "
"key-eval-mult.txt"
<< std::endl;
return 1;
}
std::cout << "The eval mult keys have been serialized." << std::endl;
emkeyfile.close();
}
else {
std::cerr << "Error serializing eval mult keys" << std::endl;
return 1;
}
// Generate the rotation evaluation keys
cryptoContext->EvalRotateKeyGen(keyPair.secretKey, {1, 2, -1, -2});
std::cout << "The rotation keys have been generated." << std::endl;
// Serialize the rotation keyhs
std::ofstream erkeyfile(DATAFOLDER + "/" + "key-eval-rot.txt", std::ios::out | std::ios::binary);
if (erkeyfile.is_open()) {
if (cryptoContext->SerializeEvalAutomorphismKey(erkeyfile, SerType::BINARY) == false) {
std::cerr << "Error writing serialization of the eval rotation keys to "
"key-eval-rot.txt"
<< std::endl;
return 1;
}
std::cout << "The eval rotation keys have been serialized." << std::endl;
erkeyfile.close();
}
else {
std::cerr << "Error serializing eval rotation keys" << std::endl;
return 1;
}
// Sample Program: Step 3: Encryption
// First plaintext vector is encoded
std::vector<int64_t> vectorOfInts1 = {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12};
Plaintext plaintext1 = cryptoContext->MakePackedPlaintext(vectorOfInts1);
// Second plaintext vector is encoded
std::vector<int64_t> vectorOfInts2 = {3, 2, 1, 4, 5, 6, 7, 8, 9, 10, 11, 12};
Plaintext plaintext2 = cryptoContext->MakePackedPlaintext(vectorOfInts2);
// Third plaintext vector is encoded
std::vector<int64_t> vectorOfInts3 = {1, 2, 5, 2, 5, 6, 7, 8, 9, 10, 11, 12};
Plaintext plaintext3 = cryptoContext->MakePackedPlaintext(vectorOfInts3);
std::cout << "Plaintext #1: " << plaintext1 << std::endl;
std::cout << "Plaintext #2: " << plaintext2 << std::endl;
std::cout << "Plaintext #3: " << plaintext3 << std::endl;
// The encoded vectors are encrypted
auto ciphertext1 = cryptoContext->Encrypt(keyPair.publicKey, plaintext1);
auto ciphertext2 = cryptoContext->Encrypt(keyPair.publicKey, plaintext2);
auto ciphertext3 = cryptoContext->Encrypt(keyPair.publicKey, plaintext3);
std::cout << "The plaintexts have been encrypted." << std::endl;
if (!Serial::SerializeToFile(DATAFOLDER + "/" + "ciphertext1.txt", ciphertext1, SerType::BINARY)) {
std::cerr << "Error writing serialization of ciphertext 1 to ciphertext1.txt" << std::endl;
return 1;
}
std::cout << "The first ciphertext has been serialized." << std::endl;
if (!Serial::SerializeToFile(DATAFOLDER + "/" + "ciphertext2.txt", ciphertext2, SerType::BINARY)) {
std::cerr << "Error writing serialization of ciphertext 2 to ciphertext2.txt" << std::endl;
return 1;
}
std::cout << "The second ciphertext has been serialized." << std::endl;
if (!Serial::SerializeToFile(DATAFOLDER + "/" + "ciphertext3.txt", ciphertext3, SerType::BINARY)) {
std::cerr << "Error writing serialization of ciphertext 3 to ciphertext3.txt" << std::endl;
return 1;
}
std::cout << "The third ciphertext has been serialized." << std::endl;
// Sample Program: Step 4: Evaluation
// OpenFHE maintains an internal map of CryptoContext objects which are
// indexed by a tag and the tag is applied to both the CryptoContext and some
// of the keys. When deserializing a context, OpenFHE checks for the tag and
// if it finds it in the CryptoContext map, it will return the stored version.
// Hence, we need to clear the context and clear the keys.
cryptoContext->ClearEvalMultKeys();
cryptoContext->ClearEvalAutomorphismKeys();
lbcrypto::CryptoContextFactory<lbcrypto::DCRTPoly>::ReleaseAllContexts();
// Deserialize the crypto context
CryptoContext<DCRTPoly> cc;
if (!Serial::DeserializeFromFile(DATAFOLDER + "/cryptocontext.txt", cc, SerType::BINARY)) {
std::cerr << "I cannot read serialization from " << DATAFOLDER + "/cryptocontext.txt" << std::endl;
return 1;
}
std::cout << "The cryptocontext has been deserialized." << std::endl;
PublicKey<DCRTPoly> pk;
if (Serial::DeserializeFromFile(DATAFOLDER + "/key-public.txt", pk, SerType::BINARY) == false) {
std::cerr << "Could not read public key" << std::endl;
return 1;
}
std::cout << "The public key has been deserialized." << std::endl;
std::ifstream emkeys(DATAFOLDER + "/key-eval-mult.txt", std::ios::in | std::ios::binary);
if (!emkeys.is_open()) {
std::cerr << "I cannot read serialization from " << DATAFOLDER + "/key-eval-mult.txt" << std::endl;
return 1;
}
if (cc->DeserializeEvalMultKey(emkeys, SerType::BINARY) == false) {
std::cerr << "Could not deserialize the eval mult key file" << std::endl;
return 1;
}
std::cout << "Deserialized the eval mult keys." << std::endl;
std::ifstream erkeys(DATAFOLDER + "/key-eval-rot.txt", std::ios::in | std::ios::binary);
if (!erkeys.is_open()) {
std::cerr << "I cannot read serialization from " << DATAFOLDER + "/key-eval-rot.txt" << std::endl;
return 1;
}
if (cc->DeserializeEvalAutomorphismKey(erkeys, SerType::BINARY) == false) {
std::cerr << "Could not deserialize the eval rotation key file" << std::endl;
return 1;
}
std::cout << "Deserialized the eval rotation keys." << std::endl;
Ciphertext<DCRTPoly> ct1;
if (Serial::DeserializeFromFile(DATAFOLDER + "/ciphertext1.txt", ct1, SerType::BINARY) == false) {
std::cerr << "Could not read the ciphertext" << std::endl;
return 1;
}
std::cout << "The first ciphertext has been deserialized." << std::endl;
Ciphertext<DCRTPoly> ct2;
if (Serial::DeserializeFromFile(DATAFOLDER + "/ciphertext2.txt", ct2, SerType::BINARY) == false) {
std::cerr << "Could not read the ciphertext" << std::endl;
return 1;
}
std::cout << "The second ciphertext has been deserialized." << std::endl;
Ciphertext<DCRTPoly> ct3;
if (Serial::DeserializeFromFile(DATAFOLDER + "/ciphertext3.txt", ct3, SerType::BINARY) == false) {
std::cerr << "Could not read the ciphertext" << std::endl;
return 1;
}
std::cout << "The third ciphertext has been deserialized." << std::endl;
// Homomorphic additions
auto ciphertextAdd12 = cc->EvalAdd(ct1, ct2); // iphertext2);
auto ciphertextAddResult = cc->EvalAdd(ciphertextAdd12, ct3); // iphertext3);
// Homomorphic multiplications
auto ciphertextMul12 = cc->EvalMult(ct1, ct2); // iphertext2);
auto ciphertextMultResult = cc->EvalMult(ciphertextMul12, ct3); // iphertext3);
// Homomorphic rotations
auto ciphertextRot1 = cc->EvalRotate(ct1, 1);
auto ciphertextRot2 = cc->EvalRotate(ct1, 2);
auto ciphertextRot3 = cc->EvalRotate(ct1, -1);
auto ciphertextRot4 = cc->EvalRotate(ct1, -2);
// Sample Program: Step 5: Decryption
PrivateKey<DCRTPoly> sk;
if (Serial::DeserializeFromFile(DATAFOLDER + "/key-private.txt", sk, SerType::BINARY) == false) {
std::cerr << "Could not read secret key" << std::endl;
return 1;
}
std::cout << "The secret key has been deserialized." << std::endl;
// Decrypt the result of additions
Plaintext plaintextAddResult;
cc->Decrypt(sk, ciphertextAddResult, &plaintextAddResult);
// Decrypt the result of multiplications
Plaintext plaintextMultResult;
cc->Decrypt(sk, ciphertextMultResult, &plaintextMultResult);
// Decrypt the result of rotations
Plaintext plaintextRot1;
cc->Decrypt(sk, ciphertextRot1, &plaintextRot1);
Plaintext plaintextRot2;
cc->Decrypt(sk, ciphertextRot2, &plaintextRot2);
Plaintext plaintextRot3;
cc->Decrypt(sk, ciphertextRot3, &plaintextRot3);
Plaintext plaintextRot4;
cc->Decrypt(sk, ciphertextRot4, &plaintextRot4);
// Shows only the same number of elements as in the original plaintext vector
// By default it will show all coefficients in the BFV-encoded polynomial
plaintextRot1->SetLength(vectorOfInts1.size());
plaintextRot2->SetLength(vectorOfInts1.size());
plaintextRot3->SetLength(vectorOfInts1.size());
plaintextRot4->SetLength(vectorOfInts1.size());
// Output results
std::cout << "\nResults of homomorphic computations" << std::endl;
std::cout << "#1 + #2 + #3: " << plaintextAddResult << std::endl;
std::cout << "#1 * #2 * #3: " << plaintextMultResult << std::endl;
std::cout << "Left rotation of #1 by 1: " << plaintextRot1 << std::endl;
std::cout << "Left rotation of #1 by 2: " << plaintextRot2 << std::endl;
std::cout << "Right rotation of #1 by 1: " << plaintextRot3 << std::endl;
std::cout << "Right rotation of #1 by 2: " << plaintextRot4 << std::endl;
return 0;
}