void testCube(Vec<GenDescriptor>& vec, long widthBound)
{
GeneratorTrees trees;
long cost = trees.buildOptimalTrees(vec, widthBound);
if (!noPrint) {
cout << "@TestCube: trees=" << trees << endl;
cout << " cost =" << cost << endl;
}
Vec<long> dims;
trees.getCubeDims(dims);
CubeSignature sig(dims);
for (long cnt=0; cnt<3; cnt++) {
Permut pi;
randomPerm(pi, trees.getSize());
PermNetwork net;
net.buildNetwork(pi, trees);
HyperCube<long> cube1(sig), cube2(sig);
for (long i=0; i<cube1.getSize(); i++) cube1[i] = i;
HyperCube<long> cube3 = cube1;
applyPermToVec(cube2.getData(), cube1.getData(), pi); // direct application
net.applyToCube(cube3); // applying permutation netwrok
if (cube2==cube3) cout << "GOOD\n";
else {
cout << "BAD\n";
if (cube1.getSize()<100 && !noPrint) {
cout << "in="<<cube1.getData() << endl;
cout << "out1="<<cube2.getData()<<", out2="
<< cube3.getData()<<endl<<endl;
}
}
}
}
void testCube(Vec<GenDescriptor>& vec, long widthBound)
{
GeneratorTrees trees;
long cost = trees.buildOptimalTrees(vec, widthBound);
cout << "@TestCube: trees=" << trees << endl;
cout << " cost =" << cost << endl;
Vec<long> dims;
trees.getCubeDims(dims);
CubeSignature sig(dims);
for (long cnt=0; cnt<3; cnt++) {
Permut pi;
randomPerm(pi, trees.getSize());
// if (pi.length()<100) cout << "pi="<<pi<<endl;
PermNetwork net;
net.buildNetwork(pi, trees);
// if (pi.length()<100) {
// cout << "permutations network {[gIdx,e,isID,shifts]} = " << endl;
// cout << net << endl;
// }
HyperCube<long> cube1(sig), cube2(sig);
for (long i=0; i<cube1.getSize(); i++) cube1[i] = i;
HyperCube<long> cube3 = cube1;
applyPermToVec(cube2.getData(), cube1.getData(), pi); // direct application
net.applyToCube(cube3); // applying permutation netwrok
if (cube2==cube3) cout << "yay\n";
else {
cout << "blech\n";
if (cube1.getSize()<100) {
cout << "in="<<cube1.getData() << endl;
cout << "out1="<<cube2.getData()<<", out2="
<< cube3.getData()<<endl<<endl;
}
}
}
}
// Build a full permutation network
void PermNetwork::buildNetwork(const Permut& pi, const GeneratorTrees& trees)
{
if (trees.numTrees()==0) { // the identity permutation, nothing to do
layers.SetLength(0);
return;
}
Vec<long> dims;
trees.getCubeSubDims(dims);
// std::cerr << "pi = "<<pi<<endl;
// std::cerr << "map2cube ="<<trees.mapToCube()<<endl;
// std::cerr << "map2array="<<trees.mapToArray()<<endl;
// Compute the permutation on the cube, rho = map2cube o pi o map2array
Permut rho;
applyPermsToVec(rho, trees.mapToCube(), pi, trees.mapToArray());
// std::cerr << "rho = "<<rho<<endl;
// Break rho along the different dimensions
CubeSignature sig(dims); // make a cube-signature object
vector<ColPerm> perms;
breakPermByDim(perms, rho, sig);
// for (long i=0; i<(long)perms.size(); i++) { // debugging printouts
// Permut tmp;
// perms[i].makeExplicit(tmp);
// std::cerr << " prems["<<i<<"]="<<tmp<<endl;
// }
layers.SetLength(trees.numLayers()); // allocate space
// Go over the different permutations and build the corresponding layers
long dimIdx =0;
long frntLyr=0, backLyr=layers.length();
for (long g=0; g<trees.numTrees(); g++) { // go over all the generators/trees
const OneGeneratorTree &T = trees[g];
// In each tree, go over all the leaves
for (long leaf=T.firstLeaf(); leaf>=0; leaf=T.nextLeaf(leaf)) {
const SubDimension& leafData = T[leaf].getData();
// This leaf determines layers frntLyer...frntLey+frst.length()-1, and
// if it isn't the middle then also backLyr-scnd.length()...backLyr-1
// handle the first Benes network
setLayers4Leaf(/*1st-layer-index=*/frntLyr,
/*permutation =*/perms[dimIdx],
/*Benes levels =*/leafData.frstBenes,
/*generator index=*/T.getAuxKey(),
/*(size,good,e) =*/leafData,
/*hypercube renaming permutation=*/trees.mapToCube());
frntLyr += leafData.frstBenes.length(); // how many layers were used
dimIdx++;
if (leafData.scndBenes.length()>0) { // Also a second Benes network
long dimIdx2 = perms.size() -dimIdx; // dimIdx was incremented above
backLyr -= leafData.scndBenes.length();
setLayers4Leaf(/*1st-layer-index=*/backLyr,
/*permutation =*/perms[dimIdx2],
/*Benes levels =*/leafData.scndBenes,
/*generator index=*/T.getAuxKey(),
/*(size,good,e) =*/leafData,
/*hypercube renaming permutation=*/trees.mapToCube());
}
}
}
}
void testCtxt(long m, long p, long widthBound, long L, long r)
{
if (!noPrint)
cout << "@testCtxt(m="<<m<<",p="<<p<<",depth="<<widthBound<< ",r="<<r<<")";
FHEcontext context(m,p,r);
EncryptedArray ea(context); // Use G(X)=X for this ea object
// Some arbitrary initial plaintext array
vector<long> in(ea.size());
for (long i=0; i<ea.size(); i++) in[i] = i % p;
// Setup generator-descriptors for the PAlgebra generators
Vec<GenDescriptor> vec(INIT_SIZE, ea.dimension());
for (long i=0; i<ea.dimension(); i++)
vec[i] = GenDescriptor(/*order=*/ea.sizeOfDimension(i),
/*good=*/ ea.nativeDimension(i), /*genIdx=*/i);
// Some default for the width-bound, if not provided
if (widthBound<=0) widthBound = 1+log2((double)ea.size());
// Get the generator-tree structures and the corresponding hypercube
GeneratorTrees trees;
long cost = trees.buildOptimalTrees(vec, widthBound);
if (!noPrint) {
context.zMStar.printout();
cout << ": trees=" << trees << endl;
cout << " cost =" << cost << endl;
}
// Vec<long> dims;
// trees.getCubeDims(dims);
// CubeSignature sig(dims);
// 1/2 prime per level should be more or less enough, here we use 1 per layer
if (L<=0) L = (1+trees.numLayers())*context.BPL();
buildModChain(context, /*nLevels=*/L, /*nDigits=*/3);
if (!noPrint) cout << "**Using "<<L<<" and "
<< context.ctxtPrimes.card() << " Ctxt-primes\n";
// Generate a sk/pk pair
FHESecKey secretKey(context);
const FHEPubKey& publicKey = secretKey;
secretKey.GenSecKey(); // A +-1/0 secret key
Ctxt ctxt(publicKey);
for (long cnt=0; cnt<3; cnt++) {
resetAllTimers();
// Choose a random permutation
Permut pi;
randomPerm(pi, trees.getSize());
// Build a permutation network for pi
PermNetwork net;
net.buildNetwork(pi, trees);
// make sure we have the key-switching matrices needed for this network
addMatrices4Network(secretKey, net);
// Apply the permutation pi to the plaintext
vector<long> out1(ea.size());
vector<long> out2(ea.size());
applyPermToVec(out1, in, pi); // direct application
// Encrypt plaintext array, then apply permutation network to ciphertext
ea.encrypt(ctxt, publicKey, in);
if (!noPrint)
cout << " ** applying permutation network to ciphertext... " << flush;
double t = GetTime();
net.applyToCtxt(ctxt, ea); // applying permutation netwrok
t = GetTime() -t;
if (!noPrint)
cout << "done in " << t << " seconds" << endl;
ea.decrypt(ctxt, secretKey, out2);
if (out1==out2) cout << "GOOD\n";
else {
cout << "************ BAD\n";
}
// printAllTimers();
}
}
