AlmostWorks.jpg

This commit is contained in:
Casper 2019-11-14 16:42:10 +01:00
parent 549419a105
commit 78572e3abc
15 changed files with 231 additions and 444 deletions

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@ -2,47 +2,30 @@ package dk.au.pir;
import dk.au.pir.utils.FieldElement;
import java.lang.reflect.Field;
import java.math.BigInteger;
import java.security.SecureRandom;
public class BigIntegerField {
private final BigInteger groupOrder;
private final SecureRandom rand;
private static final BigInteger TWO = BigInteger.valueOf(2);
private static final BigInteger THREE = BigInteger.valueOf(3);
public BigIntegerField(){
public BigIntegerField() {
this.groupOrder = new BigInteger("5");
this.rand = new SecureRandom(new byte[] {12});
this.rand = new SecureRandom(new byte[] {12}); // TODO: DOnt hardcode seed, lmao
}
public FieldElement getElement(){
// TODO: Consider how to make random BigIntegers
byte bytes[] = new byte[20];
rand.nextBytes(bytes);
return new FieldElement(new BigInteger(bytes).mod(groupOrder), groupOrder);
}
public BigInteger multiply(BigInteger elem1, BigInteger elem2){
return elem1.multiply(elem2).mod(groupOrder);
}
public BigInteger add(BigInteger elem1, BigInteger elem2){
return elem1.add(elem2).mod(groupOrder);
}
public BigInteger subtract(BigInteger elem1, BigInteger elem2){
return elem1.subtract(elem2).mod(groupOrder);
return new FieldElement(new BigInteger(bytes), groupOrder);
}
public BigInteger getGroupOrder(){
return groupOrder;
}
public FieldElement valueOf(long val) {
return new FieldElement(BigInteger.valueOf(val), this.groupOrder);
}
}

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@ -1,83 +1,27 @@
package dk.au.pir;
import dk.alexandra.fresco.framework.builder.numeric.field.FieldElement;
import dk.au.pir.protocols.general.interpoly.GeneralInterPolyClient;
import dk.au.pir.protocols.general.interpoly.GeneralInterPolyServer;
import dk.au.pir.protocols.interpoly.InterPolyClient;
import dk.au.pir.protocols.interpoly.InterPolyDatabase;
import dk.au.pir.protocols.interpoly.InterPolyServer;
import dk.au.pir.settings.PIRSettings;
import dk.au.pir.utils.ComparableIntList;
import dk.au.pir.utils.IntegerUtils;
import dk.au.pir.utils.ProtocolUtils;
import org.w3c.dom.ls.LSOutput;
import java.math.BigInteger;
import java.util.*;
public class Driver {
public static void interPolyTest() {
InterPolyClient client = new InterPolyClient(1);
InterPolyServer[] servers = new InterPolyServer[PIRSettings.MOD_BIT_LENGTH + 1];
client.generateSRandomFieldElements();
// Perhaps randomize values
BigInteger[] results = new BigInteger[PIRSettings.MOD_BIT_LENGTH + 1];
int[] database = new int[PIRSettings.DATABASE_SIZE];
database[0] = 1;
for (int z = 0; z < PIRSettings.MOD_BIT_LENGTH+1; z++) {
servers[z] = new InterPolyServer(database);
servers[z].receiveGs(client.sendGs(z));
results[z] = servers[z].F();
}
BigInteger res = client.receiveResults(results);
System.out.println(res);
}
private static int generalInterPolyTest(int ip) {
ProtocolUtils utils = new ProtocolUtils();
int s = utils.findSizeOfS(PIRSettings.NUM_SERVERS, PIRSettings.DATABASE_SIZE);
System.out.println("s: "+s);
PIRSettings settings = new PIRSettings(4, 2);
int s = settings.getS();
System.out.println("s is: " + s);
GeneralInterPolyClient client = new GeneralInterPolyClient(1, s);
InterPolyDatabase database = new InterPolyDatabase(settings);
int[] database = new int[PIRSettings.DATABASE_SIZE];
System.out.println("db_size: " +PIRSettings.DATABASE_SIZE);
GeneralInterPolyServer[] servers = new GeneralInterPolyServer[PIRSettings.NUM_SERVERS];
client.generateSRandomFieldElements();
database[1] = 1;
int[][] sequences = new int[PIRSettings.DATABASE_SIZE][s];
Set<ComparableIntList> candidates = new HashSet<ComparableIntList>();
while (candidates.size() < PIRSettings.DATABASE_SIZE) {
ComparableIntList candidate = utils.insertOnes(new ComparableIntList(s), 2);
candidates.add(candidate);
InterPolyServer[] servers = new InterPolyServer[settings.getNumServers()];
for (int i = 0; i < settings.getNumServers(); i++) {
servers[i] = new InterPolyServer(database, settings);
}
ArrayList<ComparableIntList> listCandidates = new ArrayList<ComparableIntList>(candidates);
Collections.sort(listCandidates);
for (int i = 0; i < sequences.length; i++) {
sequences[i] = listCandidates.get(i).getList();
}
BigInteger[] results = new BigInteger[PIRSettings.NUM_SERVERS];
for (int z = 0; z < PIRSettings.NUM_SERVERS; z++) {
servers[z] = new GeneralInterPolyServer(database, sequences, s);
servers[z].receiveGs(client.sendGs(z));
results[z] = servers[z].F();
}
BigInteger res = client.receiveResults(results).mod(client.getFieldElements()[0].getModulus()); // lol
System.out.println(res);
return res.intValue();
InterPolyClient client = new InterPolyClient(settings, servers);
int res = client.receive(0);
System.out.println("res: " + res);
return res;
}
public static void main(String[] args) {

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@ -1,61 +0,0 @@
package dk.au.pir.protocols.general.interpoly;
import dk.au.pir.BigIntegerField;
import dk.au.pir.settings.PIRSettings;
import dk.au.pir.utils.BigIntegerLagrange;
import dk.au.pir.utils.FieldElement;
import dk.au.pir.utils.IntegerUtils;
import java.math.BigInteger;
import java.util.Arrays;
public class GeneralInterPolyClient {
private final int i;
private final int s;
private BigIntegerField field;
private FieldElement[] fieldElements;
public GeneralInterPolyClient(int i, int s) {
this.i = i;
fieldElements = new FieldElement[s];
this.s = s;
this.field = new BigIntegerField();
}
public void generateSRandomFieldElements() {
for (int j = 0; j < fieldElements.length; j++) {
this.fieldElements[j] = field.getElement();
}
System.out.println("randoms: "+Arrays.deepToString(fieldElements));
}
private BigInteger g(int l, int z) {
BigInteger il = BigInteger.valueOf(IntegerUtils.leastSignificantBit(this.i, l));
return field.add(field.multiply(fieldElements[l].getValue(), (BigInteger.valueOf(z+1))), il);
}
public BigInteger[] sendGs(int z){
BigInteger[] gs = new BigInteger[this.s];
for (int l = 0; l < this.s; l++) {
gs[l] = g(l, z);
}
return gs;
}
public FieldElement[] getFieldElements() {
return fieldElements;
}
public BigInteger receiveResults(BigInteger[] results) {
BigInteger[] xs = new BigInteger[PIRSettings.NUM_SERVERS];
for (int j = 0; j < PIRSettings.NUM_SERVERS; j++) {
xs[j] = BigInteger.valueOf(j+1);
}
return BigIntegerLagrange.interpolate(xs, results);
}
}

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@ -1,63 +0,0 @@
package dk.au.pir.protocols.general.interpoly;
import dk.au.pir.BigIntegerField;
import dk.au.pir.settings.PIRSettings;
import java.math.BigInteger;
public class GeneralInterPolyServer {
private final int sequenceLength;
private BigInteger[] gs;
private int[][] sequences;
private int[] database;
private BigIntegerField field;
public GeneralInterPolyServer(int[] database, int[][] sequences, int sequenceLength) {
this.sequences = sequences; this.database = database;; this.sequenceLength = sequenceLength;
this.field = new BigIntegerField();
}
public void receiveGs(BigInteger[] gs){
this.gs = gs;
}
private BigInteger f(int j){
BigInteger product = BigInteger.ONE;
boolean changed = false;
for (int l = 0; l < sequenceLength; l++) {
if (sequences[j][l] == 1) {
changed = true;
// j(l) * g_l(z) + ((1 - j(l)) * (1 - g_l(z)))
BigInteger a = BigInteger.valueOf(sequences[j][l]);
BigInteger b = gs[l];
BigInteger c = field.subtract(BigInteger.ONE, BigInteger.valueOf(sequences[j][l]));
BigInteger d = field.subtract(BigInteger.ONE, gs[l]);
BigInteger x = field.multiply(a, b);
BigInteger y = field.multiply(c, d);
BigInteger z = field.add(x, y);
//product = field.multiply(product, z);
product = field.multiply(product, b);
System.out.println("gs: "+gs[l]);
}
}
if (!changed)
return BigInteger.ZERO;
System.out.println("product: "+product);
return product;
}
public BigInteger F() {
BigInteger sum = BigInteger.ZERO;
for (int j = 0; j < PIRSettings.DATABASE_SIZE; j++) {
BigInteger plz = field.multiply(f(j), BigInteger.valueOf(this.database[j]));
sum = field.add(sum, plz);
//System.out.println(sum.longValue());
}
System.out.println("pls");
return sum;
}
}

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@ -2,56 +2,52 @@ package dk.au.pir.protocols.interpoly;
import dk.au.pir.BigIntegerField;
import dk.au.pir.settings.PIRSettings;
import dk.au.pir.utils.BigIntegerLagrange;
import dk.au.pir.utils.FieldElement;
import dk.au.pir.utils.IntegerUtils;
import dk.au.pir.utils.FieldElementLagrange;
import java.math.BigInteger;
import java.util.Random;
public class InterPolyClient {
private PIRSettings settings;
private InterPolyServer[] servers;
private final int s;
private final BigIntegerField field;
private final int[][] sequences;
private final int i;
private Random random = new Random();
private BigIntegerField field;
public InterPolyClient(PIRSettings settings, InterPolyServer[] servers) {
this.settings = settings;
this.servers = servers;
private FieldElement[] fieldElements = new FieldElement[PIRSettings.MOD_BIT_LENGTH];
public InterPolyClient(int i) {
this.i = i;
this.field = new BigIntegerField();
this.s = settings.getS();
this.field = settings.getField();
this.sequences = settings.getSequences();
}
public void generateSRandomFieldElements() {
for (int i = 0; i < fieldElements.length; i++) {
this.fieldElements[i] = field.getElement();
private FieldElement[] getRandomFieldElements() {
FieldElement[] fieldElements = new FieldElement[this.s];
for (int i = 0; i < this.s; i++) {
fieldElements[i] = this.field.getElement();
}
}
public BigInteger g(int l, int z) {
BigInteger il = BigInteger.valueOf(IntegerUtils.leastSignificantBit(i, l)).mod(field.getGroupOrder());
return field.add(field.multiply(fieldElements[l].getValue(), (BigInteger.valueOf(z))), il);
}
public BigInteger[] sendGs(int z){
BigInteger[] gs = new BigInteger[PIRSettings.MOD_BIT_LENGTH];
for (int l = 0; l < PIRSettings.MOD_BIT_LENGTH; l++) {
gs[l] = g(l, z);
}
return gs;
}
public FieldElement[] getFieldElements() {
return fieldElements;
}
public BigInteger receiveResults(BigInteger[] results) {
BigInteger[] xs = new BigInteger[PIRSettings.MOD_BIT_LENGTH + 1];
for (int i = 0; i < PIRSettings.MOD_BIT_LENGTH + 1; i++) {
xs[i] = BigInteger.valueOf(i);
private FieldElement[] getGs(int index, int serverNumber, FieldElement random) {
FieldElement[] gs = new FieldElement[this.s];
int[] i = this.sequences[index];
for (int l = 0; l < this.s; l++) {
gs[l] = random.multiply(this.field.valueOf(serverNumber)).add(this.field.valueOf(i[l]));
}
return BigIntegerLagrange.interpolate(xs, results);
return gs;
}
public int receive(int index) {
FieldElement[] randoms = this.getRandomFieldElements();
FieldElement[] Fs = new FieldElement[this.servers.length];
for (int z = 0; z < this.servers.length; z++) {
Fs[z] = this.servers[z].F(this.getGs(index, z+1, randoms[z]));
}
FieldElement res = FieldElementLagrange.interpolate(this.field, Fs);
return res.getValue().intValue();
}
}

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@ -0,0 +1,16 @@
package dk.au.pir.protocols.interpoly;
import dk.au.pir.settings.PIRSettings;
public class InterPolyDatabase {
private final int[] x;
public InterPolyDatabase(PIRSettings settings) {
this.x = new int[settings.getDatabaseSize()];
this.x[1] = 1;
}
public int[] getX() {
return x;
}
}

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@ -1,40 +1,33 @@
package dk.au.pir.protocols.interpoly;
import dk.au.pir.BigIntegerField;
import dk.au.pir.settings.PIRSettings;
import dk.au.pir.utils.IntegerUtils;
import java.math.BigInteger;
import dk.au.pir.utils.FieldElement;
public class InterPolyServer {
private InterPolyDatabase database;
private PIRSettings settings;
private final BigIntegerField field;
private BigInteger[] gs;
private int[] database;
public InterPolyServer(int[] database) {
public InterPolyServer(InterPolyDatabase database, PIRSettings settings) {
this.database = database;
this.settings = settings;
this.field = settings.getField();
}
public void receiveGs(BigInteger[] gs){
this.gs = gs;
}
public BigInteger f(int j){
BigInteger product = BigInteger.ONE;
for (int l = 0; l < PIRSettings.MOD_BIT_LENGTH; l++) {
if (IntegerUtils.leastSignificantBit(j, l) == 1){
product = product.multiply(gs[l]);
} else {
product = product.multiply(BigInteger.ONE.subtract(gs[l]));
public FieldElement F(FieldElement[] gs) {
FieldElement sum = this.field.valueOf(0);
for (int j = 0; j < this.settings.getDatabaseSize(); j++) {
FieldElement product = this.field.valueOf(1);
for (int l = 0; l < this.settings.getS(); l++) {
if (this.settings.getSequences()[j][l] == 1) {
product = product.multiply(gs[l]);
System.out.println("gs: " + gs[l]);
}
}
}
return product;
}
public BigInteger F() {
BigInteger sum = BigInteger.ZERO;
for (int j = 0; j < PIRSettings.DATABASE_SIZE; j++) {
// Database consist of 0's or 1'
sum = sum.add(f(j).multiply(BigInteger.valueOf(database[j])));
sum = sum.add(product.multiply(this.field.valueOf(this.database.getX()[j])));
}
return sum;
}
}
}

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@ -1,16 +1,52 @@
package dk.au.pir.settings;
import dk.alexandra.fresco.framework.builder.numeric.field.BigIntegerFieldDefinition;
import dk.alexandra.fresco.framework.builder.numeric.field.FieldDefinition;
import dk.alexandra.fresco.framework.util.ModulusFinder;
import java.math.BigInteger;
import dk.au.pir.BigIntegerField;
import dk.au.pir.utils.MathUtils;
import dk.au.pir.utils.ProtocolUtils;
public class PIRSettings {
public static final int MOD_BIT_LENGTH = 2; // s
public static final int DATABASE_SIZE = (int) Math.pow(2, MOD_BIT_LENGTH); // n
public static final int MAX_BIT_LENGTH = 512;
public static final int NUM_SERVERS = 2;
private final int databaseSize;
private final int numServers;
private final int s;
//public static FieldDefinition FIELD_DEFINITION = new BigIntegerFieldDefinition(ModulusFinder.findSuitableModulus(MOD_BIT_LENGTH));
private final int[][] sequences;
private final BigIntegerField field;
public PIRSettings(int databaseSize, int numServers) {
this.databaseSize = databaseSize;
this.numServers = numServers;
this.s = calculateS(numServers, databaseSize);
this.sequences = ProtocolUtils.createSequences(s, numServers, databaseSize);
this.field = new BigIntegerField();
}
private int calculateS(int k, int n) {
for (int s = k-1; s <= n; s++) {
if (MathUtils.binomial(s, k-1) >= n) {
return s;
}
}
return -1;
}
public int getDatabaseSize() {
return databaseSize;
}
public int getNumServers() {
return numServers;
}
public int getS() {
return s;
}
public int[][] getSequences() {
return sequences;
}
public BigIntegerField getField() {
return field;
}
}

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@ -1,27 +0,0 @@
package dk.au.pir.utils;
import java.math.BigInteger;
import java.util.Arrays;
public class BigIntegerLagrange {
public static BigInteger interpolate(BigInteger[] x, BigInteger[] y) {
System.out.println("x: " + Arrays.deepToString(x));
System.out.println("y: " + Arrays.deepToString(y));
// https://stackoverflow.com/questions/16375163/lagrange-interpolation-in-java
BigInteger xPoint = BigInteger.ZERO; // we want to find f(0), so xpoint=0
BigInteger sum = BigInteger.ZERO;
BigInteger product = BigInteger.ONE;
for (int i = 0; i < x.length; i++) {
for (int j = 0; j < x.length; j++) {
if (j != i) {
BigInteger a = xPoint.subtract(x[j]);
BigInteger b = x[i].subtract(x[j]);
product = product.multiply(a.divide(b));
}
}
sum = sum.add(product.multiply(y[i]));
product = BigInteger.ONE;
}
return sum;
}
}

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@ -1,64 +0,0 @@
package dk.au.pir.utils;
import java.util.Arrays;
public class ComparableIntList implements Comparable<ComparableIntList> {
private int[] list;
public ComparableIntList(int size) {
list = new int[size];
}
public int[] getList() {
return list;
}
public int length() {
return list.length;
}
public String toString() {
StringBuilder tmp = new StringBuilder();
for (int i : list) {
tmp.append(i);
}
return tmp.toString();
}
@Override
public int hashCode() {
// TODO: Only works for k=1 atm
for (int i = 0; i < list.length; i++) {
if (list[i] == 1) {
return i;
}
}
return -1;
}
@Override
public boolean equals(Object other) {
ComparableIntList cit = (ComparableIntList) other;
for (int i = 0; i < list.length; i++) {
if (list[i] != cit.list[i]) {
return false;
}
}
return true;
}
public int compareTo(ComparableIntList o) {
for (int i = 0; i < list.length; i++) {
int diff = this.list[i] - o.list[i];
if (diff == 0) {
continue;
}
return diff;
}
return 0;
}
}

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@ -7,10 +7,25 @@ public class FieldElement {
private BigInteger modulus;
public FieldElement(BigInteger value, BigInteger modulus) {
this.value = value;
this.value = value.mod(modulus);
this.modulus = modulus;
}
public FieldElement multiply(FieldElement other) {
return new FieldElement(this.value.multiply(other.value).mod(this.modulus), this.modulus);
}
public FieldElement add(FieldElement other) {
return new FieldElement(this.value.add(other.value).mod(this.modulus), this.modulus);
}
public FieldElement subtract(FieldElement other) {
return new FieldElement(this.value.subtract(other.value).mod(this.modulus), this.modulus);
}
public FieldElement divide(FieldElement other) {
return new FieldElement(this.value.divide(other.value).mod(this.modulus), this.modulus);
}
public String toString() {
return "" + value.intValue();

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@ -0,0 +1,27 @@
package dk.au.pir.utils;
import dk.au.pir.BigIntegerField;
import java.util.Arrays;
public class FieldElementLagrange {
public static FieldElement interpolate(BigIntegerField field, FieldElement[] y) {
System.out.println("y: " + Arrays.deepToString(y));
// https://stackoverflow.com/questions/16375163/lagrange-interpolation-in-java
FieldElement xPoint = field.valueOf(0); // we want to find f(0), so xpoint=0
FieldElement sum = field.valueOf(0);
FieldElement product = field.valueOf(1);
for (int i = 0; i < y.length; i++) {
for (int j = 0; j < y.length; j++) {
if (j != i) {
FieldElement a = xPoint.subtract(field.valueOf(j+1));
FieldElement b = field.valueOf(i+1).subtract(field.valueOf(j+1));
product = product.multiply(a.divide(b));
}
}
sum = sum.add(product.multiply(y[i]));
product = field.valueOf(1);
}
return sum;
}
}

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@ -1,9 +0,0 @@
package dk.au.pir.utils;
import dk.au.pir.settings.PIRSettings;
public class IntegerUtils {
public static int leastSignificantBit(int integer, int index) {
return (integer >> index) & 1;
}
}

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@ -0,0 +1,11 @@
package dk.au.pir.utils;
public class MathUtils {
public static int binomial(int n, int k) {
if ((n == k) || (k == 0)) {
return 1;
} else {
return binomial(n - 1, k) + binomial(n - 1, k - 1);
}
}
}

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@ -1,63 +1,53 @@
package dk.au.pir.utils;
import java.util.ArrayList;
import java.util.Random;
import java.util.*;
import java.util.stream.Collectors;
public class ProtocolUtils {
private Random rand;
public ProtocolUtils() {
this.rand = new Random();
}
public static int kronecker(int i, int j) {
if (i == j) {
return 1;
}
return 0;
}
public int binop(int n, int k) {
if (k < 0 || k > n)
return 0;
if (k == 0 || k == n)
return 1;
k = Math.min(k, n-k);
int c = 1;
for (int i = 0; i < k; i++)
c = c * (n-i) / (i+1);
return c;
}
public int findSizeOfS(int k, int n) {
int s = 0;
while ((binop(s, k-1))< n) {
s++;
}
return s;
}
public ComparableIntList insertOnes(ComparableIntList sequence, int k) {
ArrayList<Integer> picked = new ArrayList<Integer>();
int i = 0;
while (i < k-1) {
int randomI = rand.nextInt(sequence.length());
if (picked.contains(randomI)) {
continue;
private static int[] createSequence(int s, int k) {
Random rand = new Random();
int[] sequence = new int[s];
int kRemaining = k - 1;
while (kRemaining != 0) {
int rand_idx = rand.nextInt(s);
if (sequence[rand_idx] == 0) {
sequence[rand_idx] = 1;
kRemaining--;
}
picked.add(randomI);
sequence.getList()[randomI] = 1;
i++;
}
return sequence;
}
public static int[][] createSequences(int s, int k, int n) {
Set<List<Integer>> sequences = new HashSet<>();
while (sequences.size() < n) {
sequences.add(Arrays.stream(createSequence(s, k)).boxed().collect(Collectors.toList()));
}
List<List<Integer>> lists = new ArrayList<>(sequences);
lists.sort((l1, l2) -> {
for (int i = 0; i < l1.size(); i++) {
int equals = l1.get(i).compareTo(l2.get(i));
if (equals != 0) {
return equals;
}
}
return 0;
});
int[][] arrays = new int[n][s];
for (int j = 0; j < n; j++) {
int[] array = lists.get(j).stream().mapToInt(i -> i).toArray();
arrays[j] = array;
}
return arrays;
}
public static void printIntArrayArray(int[][] array) {
for (int[] a : array) {
for (int i : a) {
System.out.print(i);
}
System.out.println("");
}
}
}