文章基本信息

标题：A Novel Approach For Authenticating Textual Or Graphical Passwords Using Hopfield Neural Network
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作者：ASN Chakravarthy ; P S Avadhani ; P. E. S. N Krishna Prasad 等
期刊名称：Advanced Computing : an International Journal
印刷版ISSN：2229-726X
电子版ISSN：2229-6727
出版年度：2011
卷号：2
期号：4
出版社：Academy & Industry Research Collaboration Center (AIRCC)
摘要：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.
关键词：Password; Authentication; Hopfield model; Textual password; Graphical password.