Summary
International Symposium on Nonlinear Theory and its Applications
2017
Session Number:A2L-B
Session:
Number:A2L-B-2
Analysis and Simulation of a Chaos-Based Random Number Generator for Applications in Security
Salih Ergun,
pp.124-127
Publication Date:2017/12/4
Online ISSN:2188-5079
Summary:
This paper presents analysis and simulation of a chaos-based random number generator (RNG) for applications in security. An attack system is proposed to discover the security weaknesses of the chaos-based RNG. Convergence of the attack system is proved using master-slave synchronization scheme. Future evaluation of the RNG is derived in which the only available information is the structure of the RNG and a scalar time series observed from the chaotic oscillator. Simulation and numerical results confirming the feasibility of the attack system are given. It has been verified that the deterministic chaos itself can not be represented as a source of random generators.