FPGA Design for Pseudorandom Number Generator Based on Chaotic Iteration used in Information Hiding Application
作者： Christophe Guyeux , Laurent Larger , Jacques M. Bahi , Xiaole Fang
DOI:
关键词: Computer science 、 Chaotic 、 Generator (computer programming) 、 Algorithm 、 Information hiding 、 Field-programmable gate array 、 Field (computer science) 、 Pseudorandom number generator
摘要: Lots of researches indicate that the inefficient generation random numbers is a significant bottleneck for information communication applications. Therefore, Field Programmable Gate Array (FPGA) developed to process scalable fixed-point method streams generation. In our previous researches, we have proposed technique by applying some well-defined discrete chaotic iterations satisfy reputed Devaney's definition chaos, namely (CI). We formerly proven generator with CI can provide qualified numbers. this paper, based on optimally redesigned FPGA device. By doing so, rate be largely improved. Analyses show these hardware generators also good statistical bits and cryptographically secure too. An application in hiding security field finally given as an illustrative example.
core.ac.uk
arxiv.org
harvard.edu参考文章(17)
Andrew Rukhin, A Statistical Test Suite for Random and Pseudorandom Number Generators for Cryptographic Applications Special Publication (NIST SP) - 800-22 Rev 1a. ,(2000) , 10.6028/NIST.SP.800-22R1A
Christophe Guyeux, Jacques M. Bahi, Qianxue Wang, Xiaole Fang, Evaluating Quality of Chaotic Pseudo-Random Generators: Application to Information Hiding arXiv: Cryptography and Security. ,(2011)
Christophe Guyeux, Jacques M. Bahi, A new chaos-based watermarking algorithm international conference on security and cryptography. pp. 455- 458 ,(2010)
Laurent Larger, John M. Dudley, Optoelectronic chaos Nature. ,vol. 465, pp. 41- 42 ,(2010) , 10.1038/465041A
J. M. Bahi, J.-F. Couchot, C. Guyeux, Steganography: a class of secure and robust algorithms The Computer Journal. ,vol. 55, pp. 653- 666 ,(2012) , 10.1093/COMJNL/BXR116
L. Kocarev, Chaos-based cryptography: a brief overview IEEE Circuits and Systems Magazine. ,vol. 1, pp. 6- 21 ,(2001) , 10.1109/7384.963463
Xianyong Wu, Zhi-Hong Guan, A novel digital watermark algorithm based on chaotic maps Physics Letters A. ,vol. 365, pp. 403- 406 ,(2007) , 10.1016/J.PHYSLETA.2007.01.034
Massimo Falcioni, Luigi Palatella, Simone Pigolotti, Angelo Vulpiani, Properties making a chaotic system a good pseudo random number generator Physical Review E. ,vol. 72, pp. 016220- 016220 ,(2005) , 10.1103/PHYSREVE.72.016220
J.-L. Danger, S. Guilley, P. Hoogvorst, High speed true random number generator based on open loop structures in FPGAs Microelectronics Journal. ,vol. 40, pp. 1650- 1656 ,(2009) , 10.1016/J.MEJO.2009.02.004
Po-Han Lee, Yi Chen, Soo-Chang Pei, Yih-Yuh Chen, Evidence of the correlation between positive Lyapunov exponents and good chaotic random number sequences Computer Physics Communications. ,vol. 160, pp. 187- 203 ,(2004) , 10.1016/J.CPC.2004.04.001