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'''Pollard's ''p'' − 1 algorithm''' is a [[number theory|number theoretic]] [[integer factorization]] [[algorithm]], invented by [[John Pollard (mathematician)|John Pollard]] in 1974. It is a special-purpose algorithm, meaning that it is only suitable for [[integer]]s with specific types of factors; it is the simplest example of an [[algebraic-group factorisation algorithm]]. | |||
The factors it finds are ones for which the number preceding the factor, ''p'' − 1, is [[smooth number#Powersmooth numbers|powersmooth]]; the essential observation is that, by working in the multiplicative group [[Modular arithmetic|modulo]] a composite number ''N'', we are also working in the multiplicative groups modulo all of ''N'''s factors. | |||
The existence of this algorithm leads to the concept of [[strong prime]]s, being primes for which ''p'' − 1 has at least one large prime factor. Almost all sufficiently large primes are strong; if a prime used for cryptographic purposes turns out to be non-strong, it is much more likely to be through malice than through an accident of random number generation. | |||
== | ==Base concepts== | ||
Let ''n'' be a composite integer with prime factor ''p''. By [[Fermat's little theorem]], we know that for all integers ''a'' coprime to ''p'' and for all positive integers ''K'': | |||
: | |||
:<math>a^{K(p-1)} \equiv 1\pmod{p}</math> | |||
If a number ''x'' is congruent to 1 [[Modular arithmetic|modulo]] a factor of ''n'', then the [[Greatest common divisor|gcd]] (''x'' − 1, ''n'') will be divisible by that factor. | |||
The idea is to make the exponent a large multiple of ''p'' − 1 by making it a number with very many prime factors; generally, we take the product of all prime powers less than some limit ''B''. Start with a random ''x'', and repeatedly replace it by <math>x^w \mod n</math> as ''w'' runs through those prime powers. Check at each stage, or once at the end if you prefer, whether [[Greatest common divisor|gcd]] (''x'' − 1, ''n'') is not equal to 1. | |||
of | |||
==Multiple factors== | |||
It is possible that for all the prime factors ''p'' of ''n'', ''p'' − 1 is divisible by small primes, at which point the Pollard ''p'' − 1 algorithm gives you ''n'' again. | |||
: | ==Algorithm and running time== | ||
The basic algorithm can be written as follows: | |||
:'''Inputs''': ''n'': a composite integer | |||
:'''Output''': a non-trivial factor of ''n'' or <u>failure</u> | |||
:# select a smoothness bound ''B'' | |||
:'' | :#<math>M \gets \prod_{\text{primes}~q \le B} q^{ \lfloor \log_q{B} \rfloor }</math> | ||
:# randomly pick ''a'' coprime to ''n'' (note: we can actually fix ''a'', random selection here is not imperative) | |||
:#<math>g \gets \gcd(a^M - 1, n)</math> (note: the powering can be done mod ''n'') | |||
:# if 1 < ''g'' < ''n'' then return ''g'' | |||
:# if ''g'' = 1 then select a higher ''B'' and go to step 2 or return <u>failure</u> | |||
:# if ''g'' = ''n'' then go to step 2 or return <u>failure</u> | |||
= | If ''g'' = 1 in step 6, this indicates that for all ''p'' − 1 that none were ''B''-powersmooth. If ''g'' = ''n'' in step 7, this usually indicates that all factors were ''B''-powersmooth, but in rare cases it could indicate that ''a'' had a small order modulo ''n''. | ||
The running time of this algorithm is O(''B'' × log ''B'' × log<sup>2</sup>''n''); larger values of ''B'' make it run more slowly, but are more likely to produce a factor. | |||
==How to choose ''B''?== | |||
Since the algorithm is incremental, it can just keep running with the bound constantly increasing. | |||
Assume that ''p'' − 1, where ''p'' is the smallest prime factor of ''n'', can be modelled as a random number of size less than √''n''. By [[Dixon's theorem]], the probability that the largest factor of such a number is less than (''p'' − 1)<sup>''ε''</sub> is roughly ''ε''<sup>−''ε''</sub>; so there is a probability of about 3<sup>−3</sup> = 1/27 that a ''B'' value of ''n''<sup>1/6</sup> will yield a factorisation. | |||
In practice, the [[elliptic curve method]] is faster than the Pollard ''p'' − 1 method once the factors are at all large; running the ''p'' − 1 method up to ''B'' = 10<sup>6</sup> will find a quarter of all twelve-digit factors and 1/27 of all eighteen-digit factors, before proceeding to another method. | |||
==Large prime variant== | |||
{{incoherent}} | |||
A variant of the basic algorithm is sometimes used; instead of requiring that ''p'' − 1 has all its factors less than ''B'', we can require it to have all but one of its factors less than some ''B''<sub>1</sub>, and the remaining factor less than some ''B''<sub>2</sub>. Let ''p''<sub>1</sub> be the smallest prime greater than ''B''<sub>1</sub>, ''p''<sub>2</sub> the next-largest, and so on; let ''d''<sub>''n''</sub> = ''p''<sub>''n''</sub> − ''p''<sub>''n''−1</sub>. The distribution of prime numbers is such that the ''d''<sub>''n''</sub> will all be fairly small. | |||
Having computed <math>c = a^M \mod n</math>, we can easily compute once and for all <math>E_r = c^r \mod n</math> for all <math>r</math> which appear as a value of <math>d_n</math>. Compute <math>t_1 = c^{p_1} \mod n</math>. We can then stop doing exponentiation, and compute | |||
: <math>t_2 (= c^{p_2} \mod n) = t_1 E_{d_2} \mod n</math>, <math>t_3 = t_2 E_{d_3} \mod n, \dots</math> | |||
with one multiplication rather than one exponentiation at each step; this is quicker by roughly a factor log ''B'' than doing the exponentiations. It can also be accelerated significantly using [[Fast Fourier transform]]s. | |||
==Implementations== | |||
* The [http://gforge.inria.fr/projects/ecm/ GMP-ECM] package includes an efficient implementation of the ''p'' − 1 method. | |||
* [[Prime95]] and [[MPrime]], the official clients of the [[Great Internet Mersenne Prime Search]], use p - 1 to eliminate potential candidates. | |||
==References== | |||
*{{Citation |last=Pollard |first=J. M. |year=1974 |title=Theorems of Factorization and Primality Testing |journal=Proceedings of the Cambridge Philosophical Society |volume=76 |issue=3 |pages=521–528 |doi=10.1017/S0305004100049252 |issn= }} | |||
==See also== | ==See also== | ||
* [[ | * [[Williams' p + 1 algorithm]] | ||
== | ==External links== | ||
*[http://modular.math.washington.edu/edu/2007/spring/ent/ent-html/node81.html Pollard's ''p'' − 1 Method] | |||
* | |||
{{Number theoretic algorithms}} | |||
[[Category:Integer factorization algorithms]] | |||
[[Category: | |||
[[es: | [[de:Pollard-p-1-Methode]] | ||
[[es:Algoritmo p − 1 de Pollard]] | |||
[[fr:Algorithme p-1 de Pollard]] | |||
[[nl:Pollards p-1-methode]] | |||
[[ru:P-1 метод Полларда]] | |||
[[th:ขั้นตอนวิธีพีลบหนึ่งของพอลลาร์ด]] |
Revision as of 08:55, 12 August 2014
Pollard's p − 1 algorithm is a number theoretic integer factorization algorithm, invented by John Pollard in 1974. It is a special-purpose algorithm, meaning that it is only suitable for integers with specific types of factors; it is the simplest example of an algebraic-group factorisation algorithm.
The factors it finds are ones for which the number preceding the factor, p − 1, is powersmooth; the essential observation is that, by working in the multiplicative group modulo a composite number N, we are also working in the multiplicative groups modulo all of N's factors.
The existence of this algorithm leads to the concept of strong primes, being primes for which p − 1 has at least one large prime factor. Almost all sufficiently large primes are strong; if a prime used for cryptographic purposes turns out to be non-strong, it is much more likely to be through malice than through an accident of random number generation.
Base concepts
Let n be a composite integer with prime factor p. By Fermat's little theorem, we know that for all integers a coprime to p and for all positive integers K:
If a number x is congruent to 1 modulo a factor of n, then the gcd (x − 1, n) will be divisible by that factor.
The idea is to make the exponent a large multiple of p − 1 by making it a number with very many prime factors; generally, we take the product of all prime powers less than some limit B. Start with a random x, and repeatedly replace it by as w runs through those prime powers. Check at each stage, or once at the end if you prefer, whether gcd (x − 1, n) is not equal to 1.
Multiple factors
It is possible that for all the prime factors p of n, p − 1 is divisible by small primes, at which point the Pollard p − 1 algorithm gives you n again.
Algorithm and running time
The basic algorithm can be written as follows:
- Inputs: n: a composite integer
- Output: a non-trivial factor of n or failure
- select a smoothness bound B
- randomly pick a coprime to n (note: we can actually fix a, random selection here is not imperative)
- (note: the powering can be done mod n)
- if 1 < g < n then return g
- if g = 1 then select a higher B and go to step 2 or return failure
- if g = n then go to step 2 or return failure
If g = 1 in step 6, this indicates that for all p − 1 that none were B-powersmooth. If g = n in step 7, this usually indicates that all factors were B-powersmooth, but in rare cases it could indicate that a had a small order modulo n.
The running time of this algorithm is O(B × log B × log2n); larger values of B make it run more slowly, but are more likely to produce a factor.
How to choose B?
Since the algorithm is incremental, it can just keep running with the bound constantly increasing.
Assume that p − 1, where p is the smallest prime factor of n, can be modelled as a random number of size less than √n. By Dixon's theorem, the probability that the largest factor of such a number is less than (p − 1)ε is roughly ε−ε; so there is a probability of about 3−3 = 1/27 that a B value of n1/6 will yield a factorisation.
In practice, the elliptic curve method is faster than the Pollard p − 1 method once the factors are at all large; running the p − 1 method up to B = 106 will find a quarter of all twelve-digit factors and 1/27 of all eighteen-digit factors, before proceeding to another method.
Large prime variant
Template:Incoherent A variant of the basic algorithm is sometimes used; instead of requiring that p − 1 has all its factors less than B, we can require it to have all but one of its factors less than some B1, and the remaining factor less than some B2. Let p1 be the smallest prime greater than B1, p2 the next-largest, and so on; let dn = pn − pn−1. The distribution of prime numbers is such that the dn will all be fairly small.
Having computed , we can easily compute once and for all for all which appear as a value of . Compute . We can then stop doing exponentiation, and compute
with one multiplication rather than one exponentiation at each step; this is quicker by roughly a factor log B than doing the exponentiations. It can also be accelerated significantly using Fast Fourier transforms.
Implementations
- The GMP-ECM package includes an efficient implementation of the p − 1 method.
- Prime95 and MPrime, the official clients of the Great Internet Mersenne Prime Search, use p - 1 to eliminate potential candidates.
References
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See also
External links
Template:Number theoretic algorithms
de:Pollard-p-1-Methode es:Algoritmo p − 1 de Pollard fr:Algorithme p-1 de Pollard nl:Pollards p-1-methode ru:P-1 метод Полларда th:ขั้นตอนวิธีพีลบหนึ่งของพอลลาร์ด