Montgomery reduction
Implement the Montgomery reduction algorithm, as explained in "Handbook of Applied Cryptography, Section 14.3.2, page 600. Montgomery reduction calculates , without having to divide by .
- Let be a positive integer, and and integers such that , , and .
- is usually chosen as , where = base (radix) in which the numbers in the calculation as represented in (so in ‘normal’ paper arithmetic, for computer implementations) and = number of digits in base
- The numbers ( digits long), ( digits long), , , are known entities, a number (often represented as
m_dash
in code) = is precomputed.
See the Handbook of Applied Cryptography for brief introduction to theory and numerical example in radix 10. Individual chapters of the book can be viewed online as provided by the authors. The said algorithm can be found at [1] at page 600 (page 11 of pdf file)
Algorithm:
A ← T (temporary variable)
For i from 0 to (n-1) do the following:
ui ← ai* m' mod b // ai is the ith digit of A, ui is a single digit number in radix b
A ← A + ui*m*bi
A ← A/bn
if A >= m,
A ← A - m
Return (A)
C++
<lang cpp>#include<iostream>
- include<conio.h>
using namespace std; typedef unsigned long ulong;
int ith_digit_finder(long long n, long b, long i){
/** n = number whose digits we need to extract b = radix in which the number if represented i = the ith bit (ie, index of the bit that needs to be extracted) **/ while(i>0){ n/=b; i--; } return (n%b);
}
long eeuclid(long m, long b, long *inverse){ /// eeuclid( modulus, num whose inv is to be found, variable to put inverse )
/// Algorithm used from Stallings book long A1 = 1, A2 = 0, A3 = m, B1 = 0, B2 = 1, B3 = b, T1, T2, T3, Q;
cout<<endl<<"eeuclid() started"<<endl;
while(1){ if(B3 == 0){ *inverse = 0; return A3; // A3 = gcd(m,b) }
if(B3 == 1){ *inverse = B2; // B2 = b^-1 mod m return B3; // A3 = gcd(m,b) }
Q = A3/B3;
T1 = A1 - Q*B1; T2 = A2 - Q*B2; T3 = A3 - Q*B3;
A1 = B1; A2 = B2; A3 = B3; B1 = T1; B2 = T2; B3 = T3;
} cout<<endl<<"ending eeuclid() "<<endl;
}
long long mon_red(long m, long m_dash, long T, int n, long b = 2){ /**
m = modulus m_dash = m' = -m^-1 mod b T = number whose modular reduction is needed, the o/p of the function is TR^-1 mod m n = number of bits in m (2n is the number of bits in T) b = radix used (for practical implementations, is equal to 2, which is the default value)
- /
long long A,ui, temp, Ai; // Ai is the ith bit of A, need not be llong long probably if( m_dash < 0 ) m_dash = m_dash + b; A = T; for(int i = 0; i<n; i++){ /// ui = ( (A%b)*m_dash ) % b; // step 2.1; A%b gives ai (MISTAKE -- A%b will always give the last digit of A if A is represented in base b); hence we need the function ith_digit_finder() Ai = ith_digit_finder(A, b, i); ui = ( ( Ai % b) * m_dash ) % b; temp = ui*m*power(b, i); A = A + temp; } A = A/power(b, n); if(A >= m) A = A - m; return A;
}
int main(){
long a, b, c, d=0, e, inverse = 0; cout<<"m >> "; cin >> a; cout<<"T >> "; cin>>b; cout<<"Radix b >> "; cin>>c; eeuclid(c, a, &d); // eeuclid( modulus, num whose inverse is to be found, address of variable which is to store inverse) e = mon_red(a, -d, b, length_finder(a, c), c); cout<<"Montgomery domain representation = "<<e; return 0;
}</lang>
C#
<lang csharp>using System; using System.Numerics;
namespace MontgomeryReduction {
public static class Helper { public static int BitLength(this BigInteger v) { if (v < 0) { v *= -1; }
int result = 0; while (v > 0) { v >>= 1; result++; }
return result; } }
struct Montgomery { public static readonly int BASE = 2;
public BigInteger m; public BigInteger rrm; public int n;
public Montgomery(BigInteger m) { if (m < 0 || m.IsEven) throw new ArgumentException();
this.m = m; n = m.BitLength(); rrm = (BigInteger.One << (n * 2)) % m; }
public BigInteger Reduce(BigInteger t) { var a = t;
for (int i = 0; i < n; i++) { if (!a.IsEven) a += m; a = a >> 1; } if (a >= m) a -= m; return a; } }
class Program { static void Main(string[] args) { var m = BigInteger.Parse("750791094644726559640638407699"); var x1 = BigInteger.Parse("540019781128412936473322405310"); var x2 = BigInteger.Parse("515692107665463680305819378593");
var mont = new Montgomery(m); var t1 = x1 * mont.rrm; var t2 = x2 * mont.rrm;
var r1 = mont.Reduce(t1); var r2 = mont.Reduce(t2); var r = BigInteger.One << mont.n;
Console.WriteLine("b : {0}", Montgomery.BASE); Console.WriteLine("n : {0}", mont.n); Console.WriteLine("r : {0}", r); Console.WriteLine("m : {0}", mont.m); Console.WriteLine("t1: {0}", t1); Console.WriteLine("t2: {0}", t2); Console.WriteLine("r1: {0}", r1); Console.WriteLine("r2: {0}", r2); Console.WriteLine(); Console.WriteLine("Original x1 : {0}", x1); Console.WriteLine("Recovered from r1 : {0}", mont.Reduce(r1)); Console.WriteLine("Original x2 : {0}", x2); Console.WriteLine("Recovered from r2 : {0}", mont.Reduce(r2));
Console.WriteLine(); Console.WriteLine("Montgomery computation of x1 ^ x2 mod m :"); var prod = mont.Reduce(mont.rrm); var @base = mont.Reduce(x1 * mont.rrm); var exp = x2; while (exp.BitLength() > 0) { if (!exp.IsEven) prod = mont.Reduce(prod * @base); exp >>= 1; @base = mont.Reduce(@base * @base); } Console.WriteLine(mont.Reduce(prod)); Console.WriteLine(); Console.WriteLine("Alternate computation of x1 ^ x2 mod m :"); Console.WriteLine(BigInteger.ModPow(x1, x2, m)); } }
}</lang>
- Output:
b : 2 n : 100 r : 1267650600228229401496703205376 m : 750791094644726559640638407699 t1: 323165824550862327179367294465482435542970161392400401329100 t2: 308607334419945011411837686695175944083084270671482464168730 r1: 440160025148131680164261562101 r2: 435362628198191204145287283255 Original x1 : 540019781128412936473322405310 Recovered from r1 : 540019781128412936473322405310 Original x2 : 515692107665463680305819378593 Recovered from r2 : 515692107665463680305819378593 Montgomery computation of x1 ^ x2 mod m : 151232511393500655853002423778 Alternate computation of x1 ^ x2 mod m : 151232511393500655853002423778
D
<lang D>import std.bigint; import std.stdio;
int bitLength(BigInt v) {
if (v < 0) { v *= -1; }
int result = 0; while (v > 0) { v >>= 1; result++; }
return result;
}
/// https://en.wikipedia.org/wiki/Modular_exponentiation#Right-to-left_binary_method BigInt modPow(BigInt b, BigInt e, BigInt n) {
if (n == 1) return BigInt(0); BigInt result = 1; b = b % n; while (e > 0) { if (e % 2 == 1) { result = (result * b) % n; } e >>= 1; b = (b*b) % n; } return result;
}
struct Montgomery {
BigInt m; int n; BigInt rrm;
this(BigInt m) in { assert(m > 0 && (m & 1) != 0); // must be positive and odd } body { this.m = m; n = m.bitLength(); rrm = (BigInt(1) << (n * 2)) % m; }
BigInt reduce(BigInt t) { auto a = t;
foreach(i; 0..n) { if ((a & 1) == 1) a += m; a = a >> 1; } if (a >= m) a -= m; return a; }
enum BASE = 2;
}
void main() {
auto m = BigInt("750791094644726559640638407699"); auto x1 = BigInt("540019781128412936473322405310"); auto x2 = BigInt("515692107665463680305819378593");
auto mont = Montgomery(m); auto t1 = x1 * mont.rrm; auto t2 = x2 * mont.rrm;
auto r1 = mont.reduce(t1); auto r2 = mont.reduce(t2); auto r = BigInt(1) << mont.n;
writeln("b : ", Montgomery.BASE); writeln("n : ", mont.n); writeln("r : ", r); writeln("m : ", mont.m); writeln("t1: ", t1); writeln("t2: ", t2); writeln("r1: ", r1); writeln("r2: ", r2); writeln(); writeln("Original x1 : ", x1); writeln("Recovered from r1 : ", mont.reduce(r1)); writeln("Original x2 : ", x2); writeln("Recovered from r2 : ", mont.reduce(r2));
writeln("\nMontgomery computation of x1 ^ x2 mod m :"); auto prod = mont.reduce(mont.rrm); auto base = mont.reduce(x1 * mont.rrm); auto exp = x2; while (exp.bitLength() > 0) { if ((exp & 1) == 1) prod = mont.reduce(prod * base); exp >>= 1; base = mont.reduce(base * base); } writeln(mont.reduce(prod)); writeln("\nAlternate computation of x1 ^ x2 mod m :"); writeln(x1.modPow(x2, m));
}</lang>
- Output:
b : 2 n : 100 r : 1267650600228229401496703205376 m : 750791094644726559640638407699 t1: 323165824550862327179367294465482435542970161392400401329100 t2: 308607334419945011411837686695175944083084270671482464168730 r1: 440160025148131680164261562101 r2: 435362628198191204145287283255 Original x1 : 540019781128412936473322405310 Recovered from r1 : 540019781128412936473322405310 Original x2 : 515692107665463680305819378593 Recovered from r2 : 515692107665463680305819378593 Montgomery computation of x1 ^ x2 mod m : 151232511393500655853002423778 Alternate computation of x1 ^ x2 mod m : 151232511393500655853002423778
Go
<lang go>package main
import (
"fmt" "math/big" "math/rand" "time"
)
// mont holds numbers useful for working in Mongomery representation. type mont struct {
n uint // m.BitLen() m *big.Int // modulus, must be odd r2 *big.Int // (1<<2n) mod m
}
// constructor func newMont(m *big.Int) *mont {
if m.Bit(0) != 1 { return nil } n := uint(m.BitLen()) x := big.NewInt(1) x.Sub(x.Lsh(x, n), m) return &mont{n, new(big.Int).Set(m), x.Mod(x.Mul(x, x), m)}
}
// Montgomery reduction algorithm func (m mont) reduce(t *big.Int) *big.Int {
a := new(big.Int).Set(t) for i := uint(0); i < m.n; i++ { if a.Bit(0) == 1 { a.Add(a, m.m) } a.Rsh(a, 1) } if a.Cmp(m.m) >= 0 { a.Sub(a, m.m) } return a
}
// example use: func main() {
const n = 100 // bit length for numbers in example
// generate random n-bit odd number for modulus m rnd := rand.New(rand.NewSource(time.Now().UnixNano())) one := big.NewInt(1) r1 := new(big.Int).Lsh(one, n-1) r2 := new(big.Int).Lsh(one, n-2) m := new(big.Int) m.Or(r1, m.Or(m.Lsh(m.Rand(rnd, r2), 1), one))
// make Montgomery reduction object around m mr := newMont(m)
// generate a couple more numbers in the range 0..m. // these are numbers we will do some computations on, mod m. x1 := new(big.Int).Rand(rnd, m) x2 := new(big.Int).Rand(rnd, m)
// t1, t2 are examples of T, from the task description. // Generated this way, they will be in the range 0..m^2, and so < mR. t1 := new(big.Int).Mul(x1, mr.r2) t2 := new(big.Int).Mul(x2, mr.r2)
// reduce. r1 and r2 are now montgomery representations of x1 and x2. r1 = mr.reduce(t1) r2 = mr.reduce(t2)
// this is the end of what is described in the task so far. fmt.Println("b: 2") fmt.Println("n: ", mr.n) fmt.Println("r: ", new(big.Int).Lsh(one, mr.n)) fmt.Println("m: ", mr.m) fmt.Println("t1:", t1) fmt.Println("t2:", t2) fmt.Println("r1:", r1) fmt.Println("r2:", r2)
// but now demonstrate that it works: fmt.Println() fmt.Println("Original x1: ", x1) fmt.Println("Recovererd from r1:", mr.reduce(r1)) fmt.Println("Original x2: ", x2) fmt.Println("Recovererd from r2:", mr.reduce(r2))
// and demonstrate a use: fmt.Println("\nMontgomery computation of x1 ^ x2 mod m:") // this is the modular exponentiation algorithm, except we call // mont.reduce instead of using a mod function. prod := mr.reduce(mr.r2) // 1 base := mr.reduce(t1.Mul(x1, mr.r2)) // x1^1 exp := new(big.Int).Set(x2) // not reduced for exp.BitLen() > 0 { if exp.Bit(0) == 1 { prod = mr.reduce(prod.Mul(prod, base)) } exp.Rsh(exp, 1) base = mr.reduce(base.Mul(base, base)) } fmt.Println(mr.reduce(prod))
// show library-based equivalent computation as a check fmt.Println("\nLibrary-based computation of x1 ^ x2 mod m:") fmt.Println(new(big.Int).Exp(x1, x2, m))
}</lang>
- Output:
b: 2 n: 100 r: 1267650600228229401496703205376 m: 750791094644726559640638407699 t1: 323165824550862327179367294465482435542970161392400401329100 t2: 308607334419945011411837686695175944083084270671482464168730 r1: 440160025148131680164261562101 r2: 435362628198191204145287283255 Original x1: 540019781128412936473322405310 Recovererd from r1: 540019781128412936473322405310 Original x2: 515692107665463680305819378593 Recovererd from r2: 515692107665463680305819378593 Montgomery computation of x1 ^ x2 mod m: 151232511393500655853002423778 Library based computation of x1 ^ x2 mod m: 151232511393500655853002423778
Kotlin
<lang scala>// version 1.1.3
import java.math.BigInteger
val bigZero = BigInteger.ZERO val bigOne = BigInteger.ONE val bigTwo = BigInteger.valueOf(2L)
class Montgomery(val m: BigInteger) {
val n: Int val rrm: BigInteger
init { require(m > bigZero && m.testBit(0)) // must be positive and odd n = m.bitLength() rrm = bigOne.shiftLeft(n * 2).mod(m) }
fun reduce(t: BigInteger): BigInteger { var a = t for (i in 0 until n) { if (a.testBit(0)) a += m a = a.shiftRight(1) } if (a >= m) a -= m return a }
companion object { const val BASE = 2 }
}
fun main(args: Array<String>) {
val m = BigInteger("750791094644726559640638407699") val x1 = BigInteger("540019781128412936473322405310") val x2 = BigInteger("515692107665463680305819378593")
val mont = Montgomery(m) val t1 = x1 * mont.rrm val t2 = x2 * mont.rrm
val r1 = mont.reduce(t1) val r2 = mont.reduce(t2) val r = bigOne.shiftLeft(mont.n)
println("b : ${Montgomery.BASE}") println("n : ${mont.n}") println("r : $r") println("m : ${mont.m}") println("t1: $t1") println("t2: $t2") println("r1: $r1") println("r2: $r2") println() println("Original x1 : $x1") println("Recovered from r1 : ${mont.reduce(r1)}") println("Original x2 : $x2") println("Recovered from r2 : ${mont.reduce(r2)}")
println("\nMontgomery computation of x1 ^ x2 mod m :") var prod = mont.reduce(mont.rrm) var base = mont.reduce(x1 * mont.rrm) var exp = x2 while (exp.bitLength() > 0) { if (exp.testBit(0)) prod = mont.reduce(prod * base) exp = exp.shiftRight(1) base = mont.reduce(base * base) } println(mont.reduce(prod)) println("\nLibrary-based computation of x1 ^ x2 mod m :") println(x1.modPow(x2, m))
}</lang>
- Output:
b : 2 n : 100 r : 1267650600228229401496703205376 m : 750791094644726559640638407699 t1: 323165824550862327179367294465482435542970161392400401329100 t2: 308607334419945011411837686695175944083084270671482464168730 r1: 440160025148131680164261562101 r2: 435362628198191204145287283255 Original x1 : 540019781128412936473322405310 Recovered from r1 : 540019781128412936473322405310 Original x2 : 515692107665463680305819378593 Recovered from r2 : 515692107665463680305819378593 Montgomery computation of x1 ^ x2 mod m : 151232511393500655853002423778 Library-based computation of x1 ^ x2 mod m : 151232511393500655853002423778
Perl 6
<lang perl6>sub montgomery-reduce($m, $a is copy) {
for 0..$m.msb { $a += $m if $a +& 1; $a +>= 1 } $a % $m
}
my $m = 750791094644726559640638407699; my $t1 = 323165824550862327179367294465482435542970161392400401329100;
my $r1 = 440160025148131680164261562101; my $r2 = 435362628198191204145287283255;
my $x1 = 540019781128412936473322405310; my $x2 = 515692107665463680305819378593;
say "Original x1: ", $x1; say "Recovered from r1: ", montgomery-reduce($m, $r1); say "Original x2: ", $x2; say "Recovered from r2: ", montgomery-reduce($m, $r2);
print "\nMontgomery computation x1**x2 mod m: "; my $prod = montgomery-reduce($m, $t1/$x1); my $base = montgomery-reduce($m, $t1);
for $x2, {$_ +> 1} ... 0 -> $exponent {
$prod = montgomery-reduce($m, $prod * $base) if $exponent +& 1; $base = montgomery-reduce($m, $base * $base);
}
say montgomery-reduce($m, $prod); say "Built-in op computation x1**x2 mod m: ", $x1.expmod($x2, $m);</lang>
- Output:
Original x1: 540019781128412936473322405310 Recovered from r1: 540019781128412936473322405310 Original x2: 515692107665463680305819378593 Recovered from r2: 515692107665463680305819378593 Montgomery computation x1**x2 mod m: 151232511393500655853002423778 Built-in op computation x1**x2 mod m: 151232511393500655853002423778
Racket
<lang racket>#lang typed/racket (require math/number-theory)
(: montgomery-reduce-fn
(-> Positive-Integer Natural [#:m-dash Natural] (Nonnegative-Integer Natural -> Integer)))
(: ith-digit (Integer Nonnegative-Integer Natural -> Nonnegative-Integer)) (define (ith-digit a i b)
(modulo (quotient a (expt b i)) b))
(: m-dash (Integer Integer -> Natural)) (define (m-dash m b) ; for if you want to precompute it yourself
(modular-inverse (- m) b))
(define ((montgomery-reduce-fn m b #:m-dash (m′ (m-dash m b))) T n)
(define A (for/fold : Nonnegative-Integer ((A : Nonnegative-Integer T)) ((i : Nonnegative-Integer (in-range n))) (let* ((a_i (ith-digit A i b)) (u_i (modulo (* a_i m′) b))) (+ A (* u_i m (expt b i)))))) (define A/b^n (quotient A (expt b n))) (if (>= A/b^n m) (- A/b^n m) A/b^n))
- ---------------------------------------------------------------------------------------------------
(module+ test
(require typed/rackunit) (check-equal? (ith-digit 1234 0 10) 4) (check-equal? (ith-digit 1234 3 10) 1)
;; e.g. ripped off from
(let ((b 2) (n 100) (r 1267650600228229401496703205376) (m 750791094644726559640638407699) (T1 323165824550862327179367294465482435542970161392400401329100) (T2 308607334419945011411837686695175944083084270671482464168730) (R1 440160025148131680164261562101) (R2 435362628198191204145287283255) (x1 540019781128412936473322405310) (x2 515692107665463680305819378593)) (define mr (montgomery-reduce-fn m b)) (check-equal? (mr R1 n) x1) (check-equal? (mr R2 n) x2)))</lang>
Tests, which are courtesy of #Go implementation, all pass.
Sidef
<lang ruby>func montgomeryReduce(m, a) {
{ a += m if a.is_odd a >>= 1 } * m.as_bin.len
a % m
}
var m = 750791094644726559640638407699 var t1 = 323165824550862327179367294465482435542970161392400401329100
var r1 = 440160025148131680164261562101 var r2 = 435362628198191204145287283255
var x1 = 540019781128412936473322405310 var x2 = 515692107665463680305819378593
say("Original x1: ", x1) say("Recovererd from r1: ", montgomeryReduce(m, r1)) say("Original x2: ", x2) say("Recovererd from r2: ", montgomeryReduce(m, r2))
print("\nMontgomery computation of x1^x2 mod m: ") var prod = montgomeryReduce(m, t1/x1) var base = montgomeryReduce(m, t1)
for (var exponent = x2; exponent ; exponent >>= 1) {
prod = montgomeryReduce(m, prod * base) if exponent.is_odd base = montgomeryReduce(m, base * base)
}
say(montgomeryReduce(m, prod)) say("Library-based computation of x1^x2 mod m: ", x1.powmod(x2, m))</lang>
- Output:
Original x1: 540019781128412936473322405310 Recovererd from r1: 540019781128412936473322405310 Original x2: 515692107665463680305819378593 Recovererd from r2: 515692107665463680305819378593 Montgomery computation of x1^x2 mod m: 151232511393500655853002423778 Library-based computation of x1^x2 mod m: 151232511393500655853002423778
Tcl
<lang tcl>package require Tcl 8.5
proc montgomeryReduction {m mDash T n {b 2}} {
set A $T for {set i 0} {$i < $n} {incr i} {
# Could be simplified for cases b==2 and b==10 for {set j 0;set a $A} {$j < $i} {incr j} { set a [expr {$a / $b}] } set ui [expr {($a % $b) * $mDash % $b}] incr A [expr {$ui * $m * $b**$i}]
} set A [expr {$A / ($b ** $n)}] return [expr {$A >= $m ? $A - $m : $A}]
}</lang>
zkl
Uses GMP (GNU Multi Precision library). <lang zkl>var [const] BN=Import("zklBigNum"); // libGMP
fcn montgomeryReduce(modulus,T){
_assert_(modulus.isOdd); a:=BN(T); // we'll do in place math do(modulus.len(2)){ // bits needed to hold modulus if(a.isOdd) a.add(modulus); a.div(2); // a>>=1 } if(a>=modulus) a.sub(modulus); a
}</lang> <lang zkl> // magic numbers from the Go solution //b:= 2; //n:= 100; //r:= BN("1267650600228229401496703205376"); m:= BN("750791094644726559640638407699");
t1:=BN("323165824550862327179367294465482435542970161392400401329100"); t2:=BN("308607334419945011411837686695175944083084270671482464168730");
r1:=BN("440160025148131680164261562101"); r2:=BN("435362628198191204145287283255");
x1:=BN("540019781128412936473322405310"); x2:=BN("515692107665463680305819378593");
// now demonstrate that it works:
println("Original x1: ", x1); println("Recovererd from r1:",montgomeryReduce(m,r1)); println("Original x2: ", x2); println("Recovererd from r2:", montgomeryReduce(m,r2));
// and demonstrate a use:
print("\nMontgomery computation of x1 ^ x2 mod m: ");
// this is the modular exponentiation algorithm, except we call // montgomeryReduce instead of using a mod function.
prod:=montgomeryReduce(m,t1/x1); // 1 base:=montgomeryReduce(m,t1); // x1^1 exp :=BN(x2); // not reduced while(exp){
if(exp.isOdd) prod=montgomeryReduce(m,prod.mul(base)); exp.div(2); // exp>>=1 base=montgomeryReduce(m,base.mul(base));
} println(montgomeryReduce(m,prod)); println("Library-based computation of x1 ^ x2 mod m: ",x1.powm(x2,m));</lang>
- Output:
Original x1: 540019781128412936473322405310 Recovererd from r1:540019781128412936473322405310 Original x2: 515692107665463680305819378593 Recovererd from r2:515692107665463680305819378593 Montgomery computation of x1 ^ x2 mod m: 151232511393500655853002423778 Library-based computation of x1 ^ x2 mod m: 151232511393500655853002423778