Overfitting in multilayer perceptrons as a mechanism for (pseudo)random number generation in the design of secure electronic commerce systems

A novel methodology for generating strong pseudorandom numbers intended to be used in security mechanisms of communication systems for electronic commerce is presented. The proposed approach relies on the complex mapping properties of the multilayer perceptrons (MLP) to behave irregularly and unpred...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Karras, D.A., Zorkadis, V.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Applied sciences Authentication Cryptographic protocols Cryptography Electric, optical and optoelectronic circuits Electronic commerce Electronics Exact sciences and technology Multilayer perceptrons Neural networks Protection Random number generation Security Surface fitting
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