Skip to main content

2014 | OriginalPaper | Buchkapitel

Cryptanalysis of a Cryptographic Algorithm that Utilizes Chaotic Neural Networks

verfasst von : Ke Qin, B. J. Oommen

Erschienen in: Information Sciences and Systems 2014

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

This paper deals with the security and efficiency issues of a cryptographic algorithm which utilizes the principles of Chaotic Neural Network (CNN). The algorithm that we consider is the Delayed CNN-Based Encryption (DCBE), which is an encryption algorithm based on the Delayed CNN. Although the cryptographic algorithm has its own salient characteristics, our analysis show that, unfortunately, the DCBE is not secure since it is not capable of resisting known-plaintext, chosen-plaintext, and chosen-ciphertext attacks. Furthermore, unfortunately, the scheme is not efficient either, because of the large number of iteration steps involved in its implementation.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat E. Alvarez, A. Fernandez, P. Garcia, J. Jimenez, A. Marcano, New approach to chaotic encryption. Phys. Lett. A 266, 373–375 (1999)CrossRef E. Alvarez, A. Fernandez, P. Garcia, J. Jimenez, A. Marcano, New approach to chaotic encryption. Phys. Lett. A 266, 373–375 (1999)CrossRef
2.
Zurück zum Zitat G. Alvarez, F. Montoya, M. Romera, G. Pastor, Cryptanalysis of a chaotic encryption system. Phys. Lett. A 276(1–4), 191–196 (2000)CrossRefMATHMathSciNet G. Alvarez, F. Montoya, M. Romera, G. Pastor, Cryptanalysis of a chaotic encryption system. Phys. Lett. A 276(1–4), 191–196 (2000)CrossRefMATHMathSciNet
4.
Zurück zum Zitat D. Erdmann, S. Murphy, Henon stream cipher. Electron. Lett. 28(9), 893–895 (1992)CrossRef D. Erdmann, S. Murphy, Henon stream cipher. Electron. Lett. 28(9), 893–895 (1992)CrossRef
5.
Zurück zum Zitat A. Kanso, M. Ghebleh, A novel image encryption algorithm based on a 3d chaotic map. Commun. Nonlinear Sci. Numer. Simul. 17(7), 2943–2959 (2012)CrossRefMATHMathSciNet A. Kanso, M. Ghebleh, A novel image encryption algorithm based on a 3d chaotic map. Commun. Nonlinear Sci. Numer. Simul. 17(7), 2943–2959 (2012)CrossRefMATHMathSciNet
7.
Zurück zum Zitat E. Klein, R. Mislovaty, I. Kanter, W. Kinzel, Public-channel cryptography using chaos synchronization. Phys. Rev. E 72(1), 016,214 (2005)CrossRef E. Klein, R. Mislovaty, I. Kanter, W. Kinzel, Public-channel cryptography using chaos synchronization. Phys. Rev. E 72(1), 016,214 (2005)CrossRef
8.
Zurück zum Zitat L. Kocarev, Chaos-based cryptography: a brief overview. IEEE Trans. Circuits Syst. Mag. 1(3), 6–21 (2001)CrossRef L. Kocarev, Chaos-based cryptography: a brief overview. IEEE Trans. Circuits Syst. Mag. 1(3), 6–21 (2001)CrossRef
9.
Zurück zum Zitat L. Kocarev, Z. Tasev, Public-key encryption based on chebyshev maps, in Proceedings of the 2003 International Symposium on Circuits and Systems, Proceedings of the 2003 International Symposium on Circuits and Systems, vol. 3, pp. 28–31 (2003) L. Kocarev, Z. Tasev, Public-key encryption based on chebyshev maps, in Proceedings of the 2003 International Symposium on Circuits and Systems, Proceedings of the 2003 International Symposium on Circuits and Systems, vol. 3, pp. 28–31 (2003)
10.
Zurück zum Zitat S.J. Li, Analysis and design of digital chaotic ciphers, Ph.D. thesis, Xi’an Jiaotong University, China (2003) S.J. Li, Analysis and design of digital chaotic ciphers, Ph.D. thesis, Xi’an Jiaotong University, China (2003)
11.
Zurück zum Zitat Y.T. Li, S.J. Deng, D. Xiao, A novel hash algorithm construction based on chaotic neural network. Neural Comput. Appl. 20(1), 133–141 (2011)CrossRef Y.T. Li, S.J. Deng, D. Xiao, A novel hash algorithm construction based on chaotic neural network. Neural Comput. Appl. 20(1), 133–141 (2011)CrossRef
12.
Zurück zum Zitat G.J. Liu, L. Shan, Y.W. Dai, J.S. Sun, Z.Q. Wang, One-way hash function based on chaotic neural network. Acta Physica Sinica 55(11), 5688–5693 (2006)MATHMathSciNet G.J. Liu, L. Shan, Y.W. Dai, J.S. Sun, Z.Q. Wang, One-way hash function based on chaotic neural network. Acta Physica Sinica 55(11), 5688–5693 (2006)MATHMathSciNet
13.
Zurück zum Zitat H.T. Lu, Chaotic attractors in delayed neural networks. Phys. Lett. A 298(2–3), 109–116 (2002)CrossRefMATH H.T. Lu, Chaotic attractors in delayed neural networks. Phys. Lett. A 298(2–3), 109–116 (2002)CrossRefMATH
14.
Zurück zum Zitat R. Matthews, On the derivation of a chaotic encryption algorithm. Cryptologia 8(1), 29–41 (1984) R. Matthews, On the derivation of a chaotic encryption algorithm. Cryptologia 8(1), 29–41 (1984)
15.
Zurück zum Zitat K. Qin, M.T. Zhou, N.Q. Liu, A novel group key management based on jacobian elliptic chebyshev rational map. Lect. Notes Comput. Sci. 4672, 287–295 (2007)CrossRef K. Qin, M.T. Zhou, N.Q. Liu, A novel group key management based on jacobian elliptic chebyshev rational map. Lect. Notes Comput. Sci. 4672, 287–295 (2007)CrossRef
16.
Zurück zum Zitat T. Stojanovski, L. Kocarev, Chaos-based random number generators—part i: Analysis. IEEE Trans. Circuits Syst. I Fundam. Theory Appl. 48(3), 281–288 (2001)CrossRefMATHMathSciNet T. Stojanovski, L. Kocarev, Chaos-based random number generators—part i: Analysis. IEEE Trans. Circuits Syst. I Fundam. Theory Appl. 48(3), 281–288 (2001)CrossRefMATHMathSciNet
17.
Zurück zum Zitat Q.T. Yang, T.G. Gao, One-way hash function based on hyper-chaotic cellular neural network. Chin. Phys. B 17(7), 2388–2393 (2008)CrossRefMathSciNet Q.T. Yang, T.G. Gao, One-way hash function based on hyper-chaotic cellular neural network. Chin. Phys. B 17(7), 2388–2393 (2008)CrossRefMathSciNet
18.
Zurück zum Zitat W.W. Yu, J.D. Cao, Cryptography based on delayed chaotic neural networks. Phys. Lett. A 356(4–5), 333–338 (2006)CrossRefMATH W.W. Yu, J.D. Cao, Cryptography based on delayed chaotic neural networks. Phys. Lett. A 356(4–5), 333–338 (2006)CrossRefMATH
19.
Zurück zum Zitat A.A. Zaher, A. Abu-Rezq, On the design of chaos-based secure communication systems. Commun. Nonlinear Sci. Numer. Simul. 16(9), 3721–3737 (2011)CrossRefMATHMathSciNet A.A. Zaher, A. Abu-Rezq, On the design of chaos-based secure communication systems. Commun. Nonlinear Sci. Numer. Simul. 16(9), 3721–3737 (2011)CrossRefMATHMathSciNet
20.
Zurück zum Zitat D. Zhang, J. Xu, Chaotic and hyperchaotic attractors in time-delayed neural networks. Complex Sci. 5, 1193–1202 (2009)CrossRef D. Zhang, J. Xu, Chaotic and hyperchaotic attractors in time-delayed neural networks. Complex Sci. 5, 1193–1202 (2009)CrossRef
Metadaten
Titel
Cryptanalysis of a Cryptographic Algorithm that Utilizes Chaotic Neural Networks
verfasst von
Ke Qin
B. J. Oommen
Copyright-Jahr
2014
DOI
https://doi.org/10.1007/978-3-319-09465-6_18