We propose a method based on Lyapunov Exponente (LE) capable of measuring randomness of PRNGs (pseudo-random number generators). We study PRNG as discrete dynamical system, motivated by the strong relation between chaos and randomness. Results show good discrimination among PRNG parameters.This extended abstract was presented by Jeaneth Machicao at 2nd Satellite Meeting on Complex Behaviour in Discrete Dynamical System part of European Conference on Complex Systems (ECCS'12), 201
We analyze the effect of finite memory on the Lyapunov exponent of products of random matrices by co...
In this article, we consider chaotic behavior happened in nonsmooth dynamical systems. To quantify s...
Abstract: In this paper we study the meaning and importance of Lyapunov exponents through methods of...
We deal with randomness quantifiers and concentrate on their ability to discern the hallmark of chao...
. Direct estimation of the largest Lyapunov exponent as a measure of exponential divergence of nearb...
Pseudo Random Number Generators (PRNG) have attracted intense attention due to their obvious importa...
A random map is a discrete time dynamical system in which one of a num-ber of transformations is sel...
We deal with randomness quantifiers and concentrate on their ability to discern the hallmark of chao...
We propose a set of tests addressing the issue of determining whether the generating law of a time s...
summary:The Lyapunov exponents (LE) provide a simple numerical measure of the sensitive dependence o...
In this work we propose to take certain chaotic systems as a reference for the design of PRNGs based...
Lyapunov exponents lie at the heart of chaos theory, and are widely used in studies of complex dynam...
International audienceDesigning a pseudorandom number generator (PRNG) is a difficult and complex ta...
Akemann G, Burda Z, Kieburg M. From integrable to chaotic systems: Universal local statistics of Lya...
Inasmuch as Lyapunov exponents provide a necessary condition for chaos in a dynamical system, confid...
We analyze the effect of finite memory on the Lyapunov exponent of products of random matrices by co...
In this article, we consider chaotic behavior happened in nonsmooth dynamical systems. To quantify s...
Abstract: In this paper we study the meaning and importance of Lyapunov exponents through methods of...
We deal with randomness quantifiers and concentrate on their ability to discern the hallmark of chao...
. Direct estimation of the largest Lyapunov exponent as a measure of exponential divergence of nearb...
Pseudo Random Number Generators (PRNG) have attracted intense attention due to their obvious importa...
A random map is a discrete time dynamical system in which one of a num-ber of transformations is sel...
We deal with randomness quantifiers and concentrate on their ability to discern the hallmark of chao...
We propose a set of tests addressing the issue of determining whether the generating law of a time s...
summary:The Lyapunov exponents (LE) provide a simple numerical measure of the sensitive dependence o...
In this work we propose to take certain chaotic systems as a reference for the design of PRNGs based...
Lyapunov exponents lie at the heart of chaos theory, and are widely used in studies of complex dynam...
International audienceDesigning a pseudorandom number generator (PRNG) is a difficult and complex ta...
Akemann G, Burda Z, Kieburg M. From integrable to chaotic systems: Universal local statistics of Lya...
Inasmuch as Lyapunov exponents provide a necessary condition for chaos in a dynamical system, confid...
We analyze the effect of finite memory on the Lyapunov exponent of products of random matrices by co...
In this article, we consider chaotic behavior happened in nonsmooth dynamical systems. To quantify s...
Abstract: In this paper we study the meaning and importance of Lyapunov exponents through methods of...