Advertisement

Analysis of Cryptography Performance Measures Using Artificial Neural Networking

  • S. PrakashkumarEmail author
  • E. M. Murugan
  • R. Thiagarajan
  • N. Krishnaveni
  • E. Babby
Conference paper
Part of the Lecture Notes on Data Engineering and Communications Technologies book series (LNDECT, volume 35)

Abstract

The human mind performs a project or characteristic of hobby a neural community could also be a tool it really is intended to version the approach inside the direction of that. It is the power to keep up out advanced computations without delay. The aim of this paper became to analysis the employment of assorted types of virtual circuits in artificial neural network but as at period matters of cryptography. The aim of any technology system is that the amendment of understanding to others united international locations company might want to besides need to have unauthorized get admission to thereto and what’s larger most of the meant customers with none discharge of statistics. AN historical heroic story keys likewise created over a public channel approachable to any opponent. Neural systems are most likely used to produce ordinary puzzle key. truly only essentially just if there should be an occurrence of neural cryptography, each the demonstration systems succeed an ordinary information vector, create associate in nursing yield bit and sq. accreditation complete bolstered the yield bit. Cryptography became what’s extra completed via a chaotic neural network having its weights given with the assistance of a chaotic series. This paper provides a progressive analysis at victimization artificial neural networks in cryptography and studies their general universal performance on approximation issues related to cryptography.

Keywords

Artificial neural network Chaotic Cryptography Decryption Encryption Key generation 

References

  1. 1.
    “An creation to neural network” through Ben Krose and Patrick van der smart eighth version, November 1996Google Scholar
  2. 2.
    Kinzel, W., Kanter, I.: Interacting neural networks and cryptography. In: Kramer, B. (ed.) Advances in Stable Nation Physics, vol. 42, pp. 383–391. Springer, Berlin (2002)Google Scholar
  3. 3.
    Williams, C.P., Clear-water, S.H.: Explorations in Quantum Computing. Springer, Heidelberg (1998)Google Scholar
  4. 4.
    Jogdand, R.M., Bisalapur, S.S.: Design of an green neural key generation. Int. J. Synth. Intell. Programs (IJAIA) 2(1), 60–69 (2011)Google Scholar
  5. 5.
    Singh, A., Nandal, A.: Neural cryptography for secret key trade and encryption with AES. Worldwide J. Adv. Stud. Comput. Technol. Softw. Eng. 3(5), 376–381 (2013)Google Scholar
  6. 6.
    Yu, W., Cao, J.: Cryptography based on delayed chaotic neural networks. Phys. Lett. A 356(4), 333–338 (2006)CrossRefGoogle Scholar
  7. 7.
    Shihab, K.: A again propagation neural community for pc network safety. J. Laptop Technol. Know-How 2(9), 710–715 (2006)Google Scholar
  8. 8.
    Othman, K.M.Z., Al Jammas, M.H.: Implementation of neural - cryptographic machine the usage of fpga. J. Eng. Technol. Know-How Technol. 6(4), 411–428 (2011)Google Scholar
  9. 9.
    Volna, E., Kotyrba, M., Kocian, V., Janosek, M.: Cryptography based totally on neural community. In: Court cases 26th ECU Convention on Modelling and Simulation (2012)Google Scholar
  10. 10.
    Shweta, B., Suryawanshi, Nawgaje, D.D.: A triple-key chaotic neural community for cryptography in photo processing. Global Mag. Eng. Sci. Emerg. Technol. 2(1), 46–50 (2012)Google Scholar
  11. 11.
    Rosen-zvi, M., Klein, E., Kanter, I., Kinzel, W.: Mutual studying in a tree panty system and its application to cryptography. Phys. Rev. E 2(1), 60–69 (2011)Google Scholar

Copyright information

© Springer Nature Switzerland AG 2020

Authors and Affiliations

  • S. Prakashkumar
    • 1
    Email author
  • E. M. Murugan
    • 2
  • R. Thiagarajan
    • 1
  • N. Krishnaveni
    • 3
  • E. Babby
    • 4
  1. 1.Department of Computer ScienceSt. Joseph’s College (Arts and Science)Kovur, ChennaiIndia
  2. 2.Department of Visual CommunicationSt. Joseph’s College (Arts and Science)ChennaiIndia
  3. 3.Department of CSSri Muthukumaran Arts and Science CollegeChennaiIndia
  4. 4.Department of CASt. Joseph’s College (Arts and Science)ChennaiIndia

Personalised recommendations