First SN P visual cryptographic circuit with astrocyte control of structural plasticity for security applications

L. Olvera-Martinez, T. Jimenez-Borgonio, T. Frias-Carmona, M. Abarca-Rodriguez, C. Diaz-Rodriguez, M. Cedillo-Hernandez, M. Nakano-Miyatake, H. Perez-Meana

Research output: Contribution to journalArticlepeer-review

5 Scopus citations

Abstract

Cryptographic algorithms have been widely used in all secure data transmissions due their capabilities to hide sensible information against eavesdroppers. Nevertheless, technological progress tends to develop new cryptographic methods based on non-classical computing paradigms. In this work, the first circuit of visual cryptography based on Spiking Neural P systems (VCSN P) is presented. The proposed circuit makes use of new biological behaviors in astrocytes, which are involved in processes of plasticity and pruning control in dendrites, that can be the beginning to new cryptographic algorithms based on SN P systems. To validate the SN P circuit, this was implemented on the Cyclone V field programmable gate array (FPGA) development kit. The results demonstrate that this new approach exploits the features of the SN P systems to improve the cryptographic algorithm.

Original languageEnglish
Pages (from-to)67-73
Number of pages7
JournalNeurocomputing
Volume457
DOIs
StatePublished - 7 Oct 2021

Keywords

  • Astrocyte control
  • Plasticity
  • Spiking Neural P Systems
  • Visual cryptography

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