On statistical independence in the logistic map: a guide to design new chaotic sequences useful in cryptography

Authors:
Adriana Vlad;Adrian Luca;Bogdan Badea
Affiliations:
Faculty of Electronics, Telecommunications and Information Technology, Politehnica University of Bucharest, Bucharest 6, Romania and The Research Institute for Artificial Intelligence, Romanian Ac ...;Faculty of Electronics, Telecommunications and Information Technology, Politehnica University of Bucharest, Bucharest 6, Romania;Faculty of Electronics, Telecommunications and Information Technology, Politehnica University of Bucharest, Bucharest 6, Romania
Venue:
ICCSA'07 Proceedings of the 2007 international conference on Computational science and its applications - Volume Part III
Year:
2007

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Abstract

The paper explores the possibility to generate experimental independent and identically distributed data sets starting from the logistic map and discusses its applicability in cryptography. In order to reveal the statistical independence in the context of a chaotic signal, and to come up with firm and accurate results, the paper combines usual statistical methods with an original test procedure useful in the case of continuous random variables of unknown probability law. The overall theoretical approach may be viewed as a guide to generate independent and identically distributed samples starting from the logistic map, and also to design chaotic sequences useful for cryptographic purposes.