A Novel Approach for Authenticating Textual or Graphical Passwords Using Hopfield Neural Network

Details A Novel Approach for Authenticating Textual or Graphical Passwords Using Hopfield Neural Network A Novel Approach for Authenticating Textual or Graphical Passwords Using Hopfield Neural Network

2011-08-06

arxiv.org/abs/1108.1434v1

Advanced Computing: An International Journal ( ACIJ ), Vol.2, No.4, July 2011

Computer Science

Cryptography and Security

14 pages, 18 figures, published in Advanced Computing: An International Journal (ACIJ)

Scientific paper

Password authentication using Hopfield Networks is presented in this paper. In this paper we discussed the Hopfield Network Scheme for Textual and graphical passwords, for which input Password will be converted in to probabilistic values. We observed how to get password authentication using Probabilistic values for Textual passwords and Graphical passwords. This study proposes the use of a Hopfield neural network technique for password authentication. In comparison to existing layered neural network techniques, the proposed method provides better accuracy and quicker response time to registration and password changes.

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