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player.go
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player.go
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//
// garbler.go
//
// Copyright (c) 2019-2023 Markku Rossi
//
// All rights reserved.
//
package circuit
import (
"crypto/rand"
"fmt"
"math/big"
"github.com/markkurossi/mpc/ot"
"github.com/markkurossi/mpc/p2p"
)
// Player runs the BMR protocol client on the P2P network.
func Player(nw *p2p.Network, circ *Circuit, inputs *big.Int, verbose bool) (
[]*big.Int, error) {
numPlayers := len(nw.Peers) + 1
player := nw.ID
timing := NewTiming()
if verbose {
fmt.Printf(" - Garbling...\n")
}
var key [32]byte
_, err := rand.Read(key[:])
if err != nil {
return nil, err
}
garbled, err := circ.Garble(key[:])
if err != nil {
return nil, err
}
timing.Sample("Garble", nil)
// The protocol for Fgc (Protocol 3.1)
// Step 1: Compute Lambda{u,v} for each non-XOR gate.
if verbose {
fmt.Printf(" - Step 1: compute Luv\n")
}
lu := new(big.Int)
lv := new(big.Int)
for g, gate := range circ.Gates {
switch gate.Op {
case XOR, XNOR:
case INV:
default:
lu.SetBit(lu, g, garbled.Lambda(gate.Input0))
lv.SetBit(lv, g, garbled.Lambda(gate.Input1))
}
}
// OTs with peers.
lambdaResults := make(chan OTLambdaResult)
for peerID, peer := range nw.Peers {
go func(peerID int, peer *p2p.Peer) {
x1, result, err := func(peer *p2p.Peer) (
*big.Int, *big.Int, error) {
// Random X1
buf := make([]byte, len(circ.Gates)/8+1)
_, err := rand.Read(buf[:])
if err != nil {
return nil, nil, err
}
x1 := new(big.Int).SetBytes(buf)
shift := len(buf)*8 - len(circ.Gates)
x1.Rsh(x1, uint(shift))
// X2.
x2 := new(big.Int).Xor(lu, x1)
result, err := peer.OTLambda(len(circ.Gates), lv, x1, x2)
if err != nil {
return nil, nil, err
}
return x1, result, nil
}(peer)
lambdaResults <- OTLambdaResult{
peerID: peerID,
x1: x1,
result: result,
err: err,
}
}(peerID, peer)
}
// Compute lu AND lv.
luv := new(big.Int)
luv.And(lu, lv)
for i := 0; i < len(nw.Peers); i++ {
result := <-lambdaResults
if result.err != nil {
return nil, fmt.Errorf("OT-Lambda with peer %d failed: %s",
result.peerID, result.err)
}
luv.Xor(luv, result.x1)
luv.Xor(luv, result.result)
}
fmt.Printf("Luv: %s\n", luv.Text(2))
ioStats := nw.Stats().Sum()
timing.Sample("Fgc Step 1", []string{FileSize(ioStats).String()})
// Step 2: generate XOR shares of Luvw
if verbose {
fmt.Printf(" - Step 2: generate XOR shares of Luvw\n")
}
// Init new gate values.
Gs := NewGateValues(circ.NumGates, numPlayers, nw.ID)
Ag := new(big.Int)
Bg := new(big.Int)
Cg := new(big.Int)
for g, gate := range circ.Gates {
switch gate.Op {
case XOR, XNOR:
case INV:
default:
tmp := luv.Bit(g) ^ garbled.Lambda(gate.Output)
Ag.SetBit(Ag, g, tmp)
if tmp != 0 {
Gs.Ag[player][g].Xor(garbled.R)
Gs.Dg[player][g].Xor(garbled.R)
}
Bg.SetBit(Bg, g, tmp^garbled.Lambda(gate.Input0))
if tmp^garbled.Lambda(gate.Input0) != 0 {
Gs.Bg[player][g].Xor(garbled.R)
Gs.Dg[player][g].Xor(garbled.R)
}
Cg.SetBit(Cg, g, tmp^garbled.Lambda(gate.Input1))
if tmp^garbled.Lambda(gate.Input1) != 0 {
Gs.Cg[player][g].Xor(garbled.R)
Gs.Dg[player][g].Xor(garbled.R)
}
Gs.Dg[player][g].Xor(garbled.R)
}
}
X1LongAg := make([][]ot.Label, numPlayers)
X1LongBg := make([][]ot.Label, numPlayers)
X1LongCg := make([][]ot.Label, numPlayers)
X2LongAg := make([][]ot.Label, numPlayers)
X2LongBg := make([][]ot.Label, numPlayers)
X2LongCg := make([][]ot.Label, numPlayers)
for peerID := range nw.Peers {
X1LongAg[peerID] = make([]ot.Label, len(circ.Gates))
X1LongBg[peerID] = make([]ot.Label, len(circ.Gates))
X1LongCg[peerID] = make([]ot.Label, len(circ.Gates))
X2LongAg[peerID] = make([]ot.Label, len(circ.Gates))
X2LongBg[peerID] = make([]ot.Label, len(circ.Gates))
X2LongCg[peerID] = make([]ot.Label, len(circ.Gates))
for g, gate := range circ.Gates {
switch gate.Op {
case XOR, XNOR:
case INV:
default:
rand1, err := ot.NewLabel(rand.Reader)
if err != nil {
return nil, err
}
X1LongAg[peerID][g] = rand1
Gs.Ag[player][g].Xor(rand1)
rand2, err := ot.NewLabel(rand.Reader)
if err != nil {
return nil, err
}
X1LongBg[peerID][g] = rand2
Gs.Bg[player][g].Xor(rand2)
rand3, err := ot.NewLabel(rand.Reader)
if err != nil {
return nil, err
}
X1LongCg[peerID][g] = rand3
Gs.Cg[player][g].Xor(rand3)
Gs.Dg[player][g].Xor(rand1)
Gs.Dg[player][g].Xor(rand2)
Gs.Dg[player][g].Xor(rand3)
X2LongAg[peerID][g] = garbled.R
X2LongAg[peerID][g].Xor(rand1)
X2LongBg[peerID][g] = garbled.R
X2LongBg[peerID][g].Xor(rand2)
X2LongCg[peerID][g] = garbled.R
X2LongCg[peerID][g].Xor(rand3)
}
}
}
timing.Sample("Fgc Step 2", nil)
// Step 3: generate XOR shares of Rj
if verbose {
fmt.Printf(" - Step 3: generate XOR shares or Rj\n")
}
// OTs with peers.
rResults := make(chan OTRResult)
for peerID, peer := range nw.Peers {
go func(peerID int, peer *p2p.Peer) {
ra, rb, rc, err := peer.OTR(Ag, Bg, Cg,
X1LongAg[peerID], X2LongAg[peerID],
X1LongBg[peerID], X2LongBg[peerID],
X1LongCg[peerID], X2LongCg[peerID])
rResults <- OTRResult{
peerID: peerID,
Ra: ra,
Rb: rb,
Rc: rc,
err: err,
}
}(peerID, peer)
}
for i := 0; i < len(nw.Peers); i++ {
result := <-rResults
if result.err != nil {
return nil, fmt.Errorf("OT-R with peer %d failed: %s",
result.peerID, result.err)
}
for g, gate := range circ.Gates {
switch gate.Op {
case XOR, XNOR:
case INV:
default:
Gs.Ag[result.peerID][g].Xor(result.Ra[g])
Gs.Bg[result.peerID][g].Xor(result.Rb[g])
Gs.Cg[result.peerID][g].Xor(result.Rc[g])
Gs.Dg[result.peerID][g].Xor(result.Ra[g])
Gs.Dg[result.peerID][g].Xor(result.Rb[g])
Gs.Dg[result.peerID][g].Xor(result.Rc[g])
}
}
}
xfer := nw.Stats().Sum() - ioStats
ioStats = nw.Stats().Sum()
timing.Sample("Fgc Step 3", []string{FileSize(xfer).String()})
// Step 4: generate final secrets
if verbose {
fmt.Printf(" - Step 4: exchange gates\n")
}
// Output wire lambdas.
Lo := new(big.Int)
for w := 0; w < circ.Outputs.Size(); w++ {
Lo.SetBit(Lo, w,
garbled.Lambda(Wire(circ.NumWires-circ.Outputs.Size()+w)))
}
// Exchange gates with peers.
gResultsC := make(chan GateResults)
for peerID, peer := range nw.Peers {
go func(peerID int, peer *p2p.Peer) {
ra, rb, rc, rd, ro, err := peer.ExchangeGates(
Gs.Ag, Gs.Bg, Gs.Cg, Gs.Dg, Lo)
gResultsC <- GateResults{
peerID: peerID,
Ra: ra,
Rb: rb,
Rc: rc,
Rd: rd,
Ro: ro,
err: err,
}
}(peerID, peer)
}
var gResults []GateResults
for i := 0; i < len(nw.Peers); i++ {
gResults = append(gResults, <-gResultsC)
}
for _, result := range gResults {
if result.err != nil {
return nil, fmt.Errorf("gate exchange with peer %d failed: %s",
result.peerID, result.err)
}
for p := 0; p < numPlayers; p++ {
for g, gate := range circ.Gates {
switch gate.Op {
case XOR, XNOR:
case INV:
default:
Gs.Ag[p][g].Xor(result.Ra[p][g])
Gs.Bg[p][g].Xor(result.Rb[p][g])
Gs.Cg[p][g].Xor(result.Rc[p][g])
Gs.Dg[p][g].Xor(result.Rd[p][g])
}
}
}
for w := 0; w < circ.Outputs.Size(); w++ {
index := circ.NumWires - circ.Outputs.Size() + w
// XOR peer lambda bit with our lambda bit i.e. only
// result 1 changes our value.
if result.Ro.Bit(index) == 1 {
if garbled.Lambda(Wire(index)) == 0 {
garbled.SetLambda(Wire(index), 1)
} else {
garbled.SetLambda(Wire(index), 0)
}
}
}
}
for i := 0; i < numPlayers; i++ {
gates:
for g, gate := range circ.Gates {
switch gate.Op {
case XOR, XNOR:
case INV:
default:
fmt.Printf("%d:%d: Ag: %s\n", i, g, Gs.Ag[i][g])
fmt.Printf("%d:%d: Bg: %s\n", i, g, Gs.Bg[i][g])
fmt.Printf("%d:%d: Cg: %s\n", i, g, Gs.Cg[i][g])
fmt.Printf("%d:%d: Dg: %s\n", i, g, Gs.Dg[i][g])
break gates
}
}
}
xfer = nw.Stats().Sum() - ioStats
timing.Sample("Result", []string{FileSize(xfer).String()})
if verbose {
timing.Print(nw.Stats())
}
fmt.Printf("player not implemented yet\n")
return []*big.Int{new(big.Int)}, nil
}
// OTLambdaResult contain oblivious transfer lambda results.
type OTLambdaResult struct {
peerID int
x1 *big.Int
result *big.Int
err error
}
// OTRResult contain oblivious transfer results.
type OTRResult struct {
peerID int
Ra []ot.Label
Rb []ot.Label
Rc []ot.Label
err error
}
// GateResults contain gate exchange results.
type GateResults struct {
peerID int
Ra [][]ot.Label
Rb [][]ot.Label
Rc [][]ot.Label
Rd [][]ot.Label
Ro *big.Int
err error
}
// GateValues specify player's gate values.
type GateValues struct {
Ag [][]ot.Label
Bg [][]ot.Label
Cg [][]ot.Label
Dg [][]ot.Label
}
// NewGateValues creates GateValues for a player.
func NewGateValues(numGates, numPlayers, we int) *GateValues {
v := &GateValues{
Ag: make([][]ot.Label, numPlayers),
Bg: make([][]ot.Label, numPlayers),
Cg: make([][]ot.Label, numPlayers),
Dg: make([][]ot.Label, numPlayers),
}
for p := 0; p < numPlayers; p++ {
v.Ag[p] = arrayOfLabels(numGates)
v.Bg[p] = arrayOfLabels(numGates)
v.Cg[p] = arrayOfLabels(numGates)
v.Dg[p] = arrayOfLabels(numGates)
}
return v
}
func arrayOfLabels(count int) []ot.Label {
result := make([]ot.Label, count)
for i := 0; i < count; i++ {
l, err := ot.NewLabel(rand.Reader)
if err != nil {
panic(err)
}
result[i] = l
}
return result
}