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Integer factorization records

Integer factorization is the process of determining which prime numbers divide a given positive integer. Doing this quickly has applications in cryptography. The difficulty depends on both the size and form of the number and its prime factors; it is currently very difficult to factorize large semiprimes (and, indeed, most numbers which have no small factors).

Numbers of a general form

The first enormous distributed factorisation was RSA-129, a 129-digit challenge number described in the Scientific American article of 1977 which first popularised the RSA cryptosystem. It was factorised between September 1993 and April 1994, using MPQS, with relations contributed by about 600 people through the internet, and the final stages of the calculation performed on a MasPar supercomputer at Bell Labs.

Between January and August 1999, RSA-155, a 155-digit challenge number prepared by the RSA company, was factorised using GNFS with relations again contributed by a large group, and the final stages of the calculation performed in just over nine days on the Cray C916 supercomputer at the SARA Amsterdam Academic Computer Center.

In January 2002, Franke et al. announced the factorisation of a 158-digit cofactor of 2953+1, using a couple of months on about 25 PCs at the University of Bonn, with the final stages done using a cluster of six Pentium-III PCs.

In April 2003, the same team factored the 160-digit RSA-160 using about a hundred CPUs at BSI, with the final stages of the calculation done using 25 processors of an SGI Origin supercomputer.

The 576-bit (174-digit) RSA-576 was factored by Franke, Kleinjung and members of the NFSNET collaboration in December 2003, using resources at BSI and the University of Bonn; soon afterwards, Aoki, Kida, Shimoyama, Sonoda and Ueda announced that they had factored a 164-digit cofactor of 21826+1.

A 176-digit cofactor of 11281+1 was factored by Aoki, Kida, Shimoyama and Ueda between February and May 2005 using machines at NTT and Rikkyo University in Japan.[1]

The 663-bit (200-digit) RSA-200 challenge number was factored by Franke, Kleinjung et al. between December 2003 and May 2005, using a cluster of 80 Opteron processors at BSI in Germany; the announcement was made on 9 May 2005.[2] They later (November 2005) factored the slightly smaller RSA-640 challenge number.

On December 12, 2009, a team including researchers from the CWI, the EPFL, INRIA and NTT in addition to the authors of the previous record factored RSA-768, a 232-digit semiprime.[3] They used the equivalent of almost 2000 years of computing on a single core 2.2 GHz AMD Opteron.

In November 2019, the 795-bit (240-digit) RSA-240 was factored by Fabrice Boudot, Pierrick Gaudry, Aurore Guillevic, Nadia Heninger, Emmanuel Thomé and Paul Zimmermann.[4][5]

In February 2020, the factorization of the 829-bit (250-digit) RSA-250 was completed.[6]

Numbers of a special form

12151 − 1, of 542 bits (163 digits), was factored between April and July 1993 by a team at CWI and Oregon State University.[7]

2773 + 1, of 774 bits (233 digits), was factored between April and November 2000 by 'The Cabal', with the matrix step done over 250 hours on the Cray also used for RSA-155.[8]

2809 − 1, of 809 bits (244 digits), had its factorisation announced at the start of January 2003. Sieving was done at the CWI, at the Scientific Computing Institute and the Pure Mathematics Department at Bonn University, and using private resources of J. Franke, T. Kleinjung and the family of F. Bahr. The linear algebra step was done by P. Montgomery at SARA in Amsterdam.[9]

6353 − 1, of 911 bits (275 digits), was factored by Aoki, Kida, Shimoyama and Ueda between September 2005 and January 2006 using SNFS.[10]

21039 − 1, of 1039 bits (313 digits) (though a factor of 23 bits was already known) was factored between September 2006 and May 2007 by a group including K. Aoki, J. Franke, T. Kleinjung, A. K. Lenstra and D. A. Osvik, using computers at NTT, EPFL and the University of Bonn.[11][12]

21061 − 1, of 1061 bits (320 digits) was factored between early 2011 and 4 August 2012 by a group headed by Greg Childers at CSU Fullerton, using the nfs@home BOINC project for about 300 CPU-years of sieving; the linear algebra was run at the Trestles cluster at SDSC and the Lonestar cluster at TACC and needed additional 35 CPU-years.[13]

All unfactored parts of the numbers 2n − 1 with n between 1000 and 1200 were factored by a multiple-number-sieve approach in which much of the sieving step could be done simultaneously for multiple numbers, by a group including T. Kleinjung, J. Bos and A. K. Lenstra, starting in 2010.[14] To be precise, n=1081 (326 digits) was completed on 11 March 2013; n=1111 (335 digits) on 13 June 2013; n=1129 (340 digits) on 20 September 2013; n=1153 (348 digits) on 28 October 2013; n=1159 (349 digits) on 9 February 2014; n=1177 (355 digits) on May 29, 2014, n=1193 (360 digits) on 22 August 2014, and n=1199 (361 digits) on December 11, 2014; the first detailed announcement was made in late August 2014. The total effort for the project is of the order of 7500 CPU-years on 2.2 GHz Opterons, with roughly 5700 years spent sieving and 1800 years on linear algebra.

Comparison to efforts by individuals

As of the end of 2007, thanks to the constant decline in memory prices, the ready availability of multi-core 64-bit computers, and the availability of the efficient sieving code (developed by Thorsten Kleinjung of the Bonn group) via ggnfs[15] and of robust open-source software such as msieve[16] for the finishing stages, special-form numbers of up to 750 bits (226 digits) and general-form numbers of up to about 520 bits (157 digits) can be factored in a few months on a few PCs by a single person without any special mathematical experience.[17] These bounds increase to about 950 bits (286 digits)[18] and 600 bits (181 digits)[19] if it were possible to secure the collaboration of a few dozen PCs for sieving; currently the amount of memory and the CPU power of a single machine for the finishing stage are equal barriers to progress.

In 2009, Benjamin Moody factored a 512-bit (155-digit) RSA key used to sign the TI-83 graphing calculator using software found on the internet; this eventually led to the Texas Instruments signing key controversy.

In September 2013, the 696-bit (210-digit) RSA-210 was factored by Ryan Propper[20] using institutional resources; between March 2013 and October 2014, another 210-digit number (the 117th term in the home prime sequence starting with 49) was completed by a user known as WraithX,[21] using $7600 worth of processing time on Amazon EC2 machines[22] for the sieving, and four months on a dual Xeon E5-2687W v1 for the linear algebra.

Records for efforts by quantum computers

The largest number reliably factored by Shor's algorithm is 21 which was factored in 2012.[23] 15 had previously been factored by several labs.

In April 2012, the factorization of   by a room temperature (300K) NMR adiabatic quantum computer was reported by a group led by Xinhua Peng.[24] In November 2014 it was discovered that the 2012 experiment had in fact also factored much larger numbers without knowing it.[clarification needed][25][26] In April 2016 the 18-bit number 200,099 was factored using quantum annealing on a D-Wave 2X quantum processor.[27] Shortly after, 291 311 was factored using NMR at higher than room temperature.[28] In late 2019, Zapata computing claimed to have factored 1,099,551,473,989,[29] and in 2021 released a paper describing this computation.[30]

Claims of factoring with quantum computers have however been criticized for depending heavily on classical computation to reduce the number of qubits required.[31][32] For example, the factorization of 1,099,551,473,989 relied on classical pre-processing to reduce the problem to a three-qubit quantum circuit.[30] Furthermore, the three numbers factored in this paper (200,099, 291,311, and 1,099,551,473,989) can easily be factored using Fermat's factorization method, requiring only 3, 1, and 1 iterations of the loop respectively.

See also

References

  1. ^ K. Aoki; Y. Kida; T. Shimoyama; H. Ueda. "Factorization of 176-digit number". Retrieved 2007-05-23.
  2. ^ F. Bahr; M. Boehm; J. Franke; T. Kleinjung. "RSA200". Retrieved 2007-05-23.
  3. ^ T. Kleinjung; K. Aoki; J. Franke; A. K. Lenstra; E. Thomé; J. W. Bos; P. Gaudry; A. Kruppa; P. L. Montgomery; D. A. Osvik; H. te Riele; A. Timofeev; P. Zimmermann. "Factorization of a 768-bit RSA modulus" (PDF). Retrieved 2013-04-11.
  4. ^ https://lists.gforge.inria.fr/pipermail/cado-nfs-discuss/2019-December/001139.html[dead link]
  5. ^ F. Boudot et al, "Comparing the difficulty of factorization and discrete logarithm: a 240-digit experiment," June 10, 2020.
  6. ^ "LISTSERV - NMBRTHRY Archives - LISTSERV.NODAK.EDU".
  7. ^ P. L. Montgomery. "Record Number Field Sieve Factorisations". Retrieved 2007-11-23.
  8. ^ The Cabal. . Archived from the original on 2007-11-28. Retrieved 2007-11-23.
  9. ^ J. Franke. . Archived from the original on 2007-08-23. Retrieved 2007-11-23.
  10. ^ K. Aoki; Y. Kida; T. Shimoyama; H. Ueda. "SNFS274". Retrieved 2007-05-23.
  11. ^ K. Aoki; J. Franke; T. Kleinjung; A. K. Lenstra; D. A. Osvik. "Factorization of the 1039th Mersenne number". Retrieved 2007-05-23.
  12. ^ Kazumaro Aoki; Jens Franke; Thorsten Kleinjung; Arjen Lenstra; Dag Arne Osvik. "A kilobit special number field sieve factorization". Retrieved 2007-12-19.
  13. ^ Greg Childers (2012). "Factorization of a 1061-bit number by the Special Number Field Sieve". Cryptology ePrint Archive.
  14. ^ Thorsten Kleinjung; Joppe W Bos; Arjen K Lenstra. "Mersenne Factorization Factory". Retrieved 2015-01-18.
  15. ^ "GGNFS suite - Browse Files at SourceForge.net". sourceforge.net.
  16. ^ . Archived from the original on 2007-12-13. Retrieved 2007-11-23.{{cite web}}: CS1 maint: archived copy as title (link)
  17. ^ "mersenneforum.org - View Single Post - 2LM Table". www.mersenneforum.org.
  18. ^ "mersenneforum.org - View Single Post - A computation worthy of the name". www.mersenneforum.org.
  19. ^ "mersenneforum.org - View Single Post - 5^421-1 sieving (reservations closed)". www.mersenneforum.org.
  20. ^ "RSA-210 factored - mersenneforum.org". mersenneforum.org.
  21. ^ "mersenneforum.org - View Single Post - HP49(119)..." www.mersenneforum.org.
  22. ^ https://mersenneforum.org/showpost.php?p=389078&postcount=105[dead link]
  23. ^ Martín-López, Enrique; Enrique Martín-López; Anthony Laing; Thomas Lawson; Roberto Alvarez; Xiao-Qi Zhou; Jeremy L. O'Brien (12 October 2012). "Experimental realization of Shor's quantum factoring algorithm using qubit recycling". Nature Photonics. 6 (11): 773–776. arXiv:1111.4147. Bibcode:2012NaPho...6..773M. doi:10.1038/nphoton.2012.259. S2CID 46546101.
  24. ^ "143 is largest number yet to be factored by a quantum algorithm".
  25. ^ "New largest number factored on a quantum device is 56,153".
  26. ^ "The Mathematical Trick That Helped Smash The Record For The Largest Number Ever Factorised By A..." 2 December 2014.
  27. ^ Dridi, Raouf; Alghassi, Hedayat (21 February 2017). "Prime factorization using quantum annealing and computational algebraic geometry". Scientific Reports. 7: 43048. arXiv:1604.05796. Bibcode:2017NatSR...743048D. doi:10.1038/srep43048. PMC 5318873. PMID 28220854.
  28. ^ Li, Zhaokai; Dattani, Nike; Chen, Xi; Liu, Xiaomei; Wang, Hengyan; Tanburn, Richard; Chen, Hongwei; Peng, Xinhua; Du, Jiangfeng (25 June 2017). "High-fidelity adiabatic quantum computation using the intrinsic Hamiltonian of a spin system: Application to the experimental factorization of 291311". arXiv:1706.08061 [quant-ph].
  29. ^ Crane, Leah. "Quantum computer sets new record for finding prime number factors". New Scientist. Retrieved 2020-10-02.
  30. ^ a b Karamlou, Amir; Simon, William (28 October 2021). "Analyzing the performance of variational quantum factoring on a superconducting quantum processor". npj Quantum Information. 7: 156. arXiv:2012.07825. Bibcode:2021npjQI...7..156K. doi:10.1038/s41534-021-00478-z. S2CID 229156747.
  31. ^ Gidney, Craig. "Factoring the largest number ever with a quantum computer". Blog. Retrieved 2022-07-18.
  32. ^ Smolin, John A. (2013). "Oversimplifying quantum factoring". Nature. 499 (7457): 163–165. arXiv:1301.7007. Bibcode:2013Natur.499..163S. doi:10.1038/nature12290. PMID 23846653. S2CID 118613892. Retrieved 2022-07-18.

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Integer factorization is the process of determining which prime numbers divide a given positive integer Doing this quickly has applications in cryptography The difficulty depends on both the size and form of the number and its prime factors it is currently very difficult to factorize large semiprimes and indeed most numbers which have no small factors Contents 1 Numbers of a general form 2 Numbers of a special form 3 Comparison to efforts by individuals 4 Records for efforts by quantum computers 5 See also 6 ReferencesNumbers of a general form EditThe first enormous distributed factorisation was RSA 129 a 129 digit challenge number described in the Scientific American article of 1977 which first popularised the RSA cryptosystem It was factorised between September 1993 and April 1994 using MPQS with relations contributed by about 600 people through the internet and the final stages of the calculation performed on a MasPar supercomputer at Bell Labs Between January and August 1999 RSA 155 a 155 digit challenge number prepared by the RSA company was factorised using GNFS with relations again contributed by a large group and the final stages of the calculation performed in just over nine days on the Cray C916 supercomputer at the SARA Amsterdam Academic Computer Center In January 2002 Franke et al announced the factorisation of a 158 digit cofactor of 2953 1 using a couple of months on about 25 PCs at the University of Bonn with the final stages done using a cluster of six Pentium III PCs In April 2003 the same team factored the 160 digit RSA 160 using about a hundred CPUs at BSI with the final stages of the calculation done using 25 processors of an SGI Origin supercomputer The 576 bit 174 digit RSA 576 was factored by Franke Kleinjung and members of the NFSNET collaboration in December 2003 using resources at BSI and the University of Bonn soon afterwards Aoki Kida Shimoyama Sonoda and Ueda announced that they had factored a 164 digit cofactor of 21826 1 A 176 digit cofactor of 11281 1 was factored by Aoki Kida Shimoyama and Ueda between February and May 2005 using machines at NTT and Rikkyo University in Japan 1 The 663 bit 200 digit RSA 200 challenge number was factored by Franke Kleinjung et al between December 2003 and May 2005 using a cluster of 80 Opteron processors at BSI in Germany the announcement was made on 9 May 2005 2 They later November 2005 factored the slightly smaller RSA 640 challenge number On December 12 2009 a team including researchers from the CWI the EPFL INRIA and NTT in addition to the authors of the previous record factored RSA 768 a 232 digit semiprime 3 They used the equivalent of almost 2000 years of computing on a single core 2 2 GHz AMD Opteron In November 2019 the 795 bit 240 digit RSA 240 was factored by Fabrice Boudot Pierrick Gaudry Aurore Guillevic Nadia Heninger Emmanuel Thome and Paul Zimmermann 4 5 In February 2020 the factorization of the 829 bit 250 digit RSA 250 was completed 6 Numbers of a special form Edit12151 1 of 542 bits 163 digits was factored between April and July 1993 by a team at CWI and Oregon State University 7 2773 1 of 774 bits 233 digits was factored between April and November 2000 by The Cabal with the matrix step done over 250 hours on the Cray also used for RSA 155 8 2809 1 of 809 bits 244 digits had its factorisation announced at the start of January 2003 Sieving was done at the CWI at the Scientific Computing Institute and the Pure Mathematics Department at Bonn University and using private resources of J Franke T Kleinjung and the family of F Bahr The linear algebra step was done by P Montgomery at SARA in Amsterdam 9 6353 1 of 911 bits 275 digits was factored by Aoki Kida Shimoyama and Ueda between September 2005 and January 2006 using SNFS 10 21039 1 of 1039 bits 313 digits though a factor of 23 bits was already known was factored between September 2006 and May 2007 by a group including K Aoki J Franke T Kleinjung A K Lenstra and D A Osvik using computers at NTT EPFL and the University of Bonn 11 12 21061 1 of 1061 bits 320 digits was factored between early 2011 and 4 August 2012 by a group headed by Greg Childers at CSU Fullerton using the nfs home BOINC project for about 300 CPU years of sieving the linear algebra was run at the Trestles cluster at SDSC and the Lonestar cluster at TACC and needed additional 35 CPU years 13 All unfactored parts of the numbers 2n 1 with n between 1000 and 1200 were factored by a multiple number sieve approach in which much of the sieving step could be done simultaneously for multiple numbers by a group including T Kleinjung J Bos and A K Lenstra starting in 2010 14 To be precise n 1081 326 digits was completed on 11 March 2013 n 1111 335 digits on 13 June 2013 n 1129 340 digits on 20 September 2013 n 1153 348 digits on 28 October 2013 n 1159 349 digits on 9 February 2014 n 1177 355 digits on May 29 2014 n 1193 360 digits on 22 August 2014 and n 1199 361 digits on December 11 2014 the first detailed announcement was made in late August 2014 The total effort for the project is of the order of 7500 CPU years on 2 2 GHz Opterons with roughly 5700 years spent sieving and 1800 years on linear algebra Comparison to efforts by individuals EditAs of the end of 2007 thanks to the constant decline in memory prices the ready availability of multi core 64 bit computers and the availability of the efficient sieving code developed by Thorsten Kleinjung of the Bonn group via ggnfs 15 and of robust open source software such as msieve 16 for the finishing stages special form numbers of up to 750 bits 226 digits and general form numbers of up to about 520 bits 157 digits can be factored in a few months on a few PCs by a single person without any special mathematical experience 17 These bounds increase to about 950 bits 286 digits 18 and 600 bits 181 digits 19 if it were possible to secure the collaboration of a few dozen PCs for sieving currently the amount of memory and the CPU power of a single machine for the finishing stage are equal barriers to progress In 2009 Benjamin Moody factored a 512 bit 155 digit RSA key used to sign the TI 83 graphing calculator using software found on the internet this eventually led to the Texas Instruments signing key controversy In September 2013 the 696 bit 210 digit RSA 210 was factored by Ryan Propper 20 using institutional resources between March 2013 and October 2014 another 210 digit number the 117th term in the home prime sequence starting with 49 was completed by a user known as WraithX 21 using 7600 worth of processing time on Amazon EC2 machines 22 for the sieving and four months on a dual Xeon E5 2687W v1 for the linear algebra Records for efforts by quantum computers EditThe largest number reliably factored by Shor s algorithm is 21 which was factored in 2012 23 15 had previously been factored by several labs In April 2012 the factorization of 143 13 11 displaystyle 143 13 times 11 by a room temperature 300K NMR adiabatic quantum computer was reported by a group led by Xinhua Peng 24 In November 2014 it was discovered that the 2012 experiment had in fact also factored much larger numbers without knowing it clarification needed 25 26 In April 2016 the 18 bit number 200 099 was factored using quantum annealing on a D Wave 2X quantum processor 27 Shortly after 291 311 was factored using NMR at higher than room temperature 28 In late 2019 Zapata computing claimed to have factored 1 099 551 473 989 29 and in 2021 released a paper describing this computation 30 Claims of factoring with quantum computers have however been criticized for depending heavily on classical computation to reduce the number of qubits required 31 32 For example the factorization of 1 099 551 473 989 relied on classical pre processing to reduce the problem to a three qubit quantum circuit 30 Furthermore the three numbers factored in this paper 200 099 291 311 and 1 099 551 473 989 can easily be factored using Fermat s factorization method requiring only 3 1 and 1 iterations of the loop respectively See also EditLargest known prime numberReferences Edit K Aoki Y Kida T Shimoyama H Ueda Factorization of 176 digit number Retrieved 2007 05 23 F Bahr M Boehm J Franke T Kleinjung RSA200 Retrieved 2007 05 23 T Kleinjung K Aoki J Franke A K Lenstra E Thome J W Bos P Gaudry A Kruppa P L Montgomery D A Osvik H te Riele A Timofeev P Zimmermann Factorization of a 768 bit RSA modulus PDF Retrieved 2013 04 11 https lists gforge inria fr pipermail cado nfs discuss 2019 December 001139 html dead link F Boudot et al Comparing the difficulty of factorization and discrete logarithm a 240 digit experiment June 10 2020 LISTSERV NMBRTHRY Archives LISTSERV NODAK EDU P L Montgomery Record Number Field Sieve Factorisations Retrieved 2007 11 23 The Cabal 233 digit SNFS factorization Archived from the original on 2007 11 28 Retrieved 2007 11 23 J Franke M809 Archived from the original on 2007 08 23 Retrieved 2007 11 23 K Aoki Y Kida T Shimoyama H Ueda SNFS274 Retrieved 2007 05 23 K Aoki J Franke T Kleinjung A K Lenstra D A Osvik Factorization of the 1039th Mersenne number Retrieved 2007 05 23 Kazumaro Aoki Jens Franke Thorsten Kleinjung Arjen Lenstra Dag Arne Osvik A kilobit special number field sieve factorization Retrieved 2007 12 19 Greg Childers 2012 Factorization of a 1061 bit number by the Special Number Field Sieve Cryptology ePrint Archive Thorsten Kleinjung Joppe W Bos Arjen K Lenstra Mersenne Factorization Factory Retrieved 2015 01 18 GGNFS suite Browse Files at SourceForge net sourceforge net Archived copy Archived from the original on 2007 12 13 Retrieved 2007 11 23 a href Template Cite web html title Template Cite web cite web a CS1 maint archived copy as title link mersenneforum org View Single Post 2LM Table www mersenneforum org mersenneforum org View Single Post A computation worthy of the name www mersenneforum org mersenneforum org View Single Post 5 421 1 sieving reservations closed www mersenneforum org RSA 210 factored mersenneforum org mersenneforum org mersenneforum org View Single Post HP49 119 www mersenneforum org https mersenneforum org showpost php p 389078 amp postcount 105 dead link Martin Lopez Enrique Enrique Martin Lopez Anthony Laing Thomas Lawson Roberto Alvarez Xiao Qi Zhou Jeremy L O Brien 12 October 2012 Experimental realization of Shor s quantum factoring algorithm using qubit recycling Nature Photonics 6 11 773 776 arXiv 1111 4147 Bibcode 2012NaPho 6 773M doi 10 1038 nphoton 2012 259 S2CID 46546101 143 is largest number yet to be factored by a quantum algorithm New largest number factored on a quantum device is 56 153 The Mathematical Trick That Helped Smash The Record For The Largest Number Ever Factorised By A 2 December 2014 Dridi Raouf Alghassi Hedayat 21 February 2017 Prime factorization using quantum annealing and computational algebraic geometry Scientific Reports 7 43048 arXiv 1604 05796 Bibcode 2017NatSR 743048D doi 10 1038 srep43048 PMC 5318873 PMID 28220854 Li Zhaokai Dattani Nike Chen Xi Liu Xiaomei Wang Hengyan Tanburn Richard Chen Hongwei Peng Xinhua Du Jiangfeng 25 June 2017 High fidelity adiabatic quantum computation using the intrinsic Hamiltonian of a spin system Application to the experimental factorization of 291311 arXiv 1706 08061 quant ph Crane Leah Quantum computer sets new record for finding prime number factors New Scientist Retrieved 2020 10 02 a b Karamlou Amir Simon William 28 October 2021 Analyzing the performance of variational quantum factoring on a superconducting quantum processor npj Quantum Information 7 156 arXiv 2012 07825 Bibcode 2021npjQI 7 156K doi 10 1038 s41534 021 00478 z S2CID 229156747 Gidney Craig Factoring the largest number ever with a quantum computer Blog Retrieved 2022 07 18 Smolin John A 2013 Oversimplifying quantum factoring Nature 499 7457 163 165 arXiv 1301 7007 Bibcode 2013Natur 499 163S doi 10 1038 nature12290 PMID 23846653 S2CID 118613892 Retrieved 2022 07 18 Retrieved from https en 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