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In this paper, the authors have to explain the robust security System with Authenticated Key Exchange. Authentication is an important concept of network Security. Among the various means of available resource protection including biometrics, password based system is most simple, user friendly, cost effective and commonly used. Multi-application usability of password today forcing users to have a proper memory aids. Which itself degrades the level of security. They propose a new concept for automatic authentication using dynamic signature. The key features consist in using a powerful combination of Linear Discriminate Analysis (LDA) and Probabilistic Neural Network (PNN) model together with an appropriate decision making process.
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