Abstract
This paper is devoted to the design of new chaotic Pseudo Random Number Generator (CPRNG). Exploring several topologies of network of 1-D coupled chaotic mapping, we focus first on two dimensional networks. Two coupled maps are studied: \(\textit{TTL}^{RC}\) non-alternative, and \(\textit{TTL}^{SC}\) alternative. The primary idea of the novel maps has been based on an original coupling of the tent and logistic maps to achieve excellent random properties and homogeneous/uniform/density in the phase plane, thus guaranteeing maximum security when used for chaos base cryptography. In this aim a new nonlinear CPRNG: \(\textit{MTTL}_{2}^{SC}\) is proposed. In addition, we explore higher dimension and the proposed ring coupling with injection mechanism enables to achieve the strongest security requirements.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Alvarez, G., Li, S.: Some basic cryptographic requirements for chaos-based cryptosystems. Int. J. Bifurc. Chaos 16, 2129–2151 (2006)
Ariffin, M.R.K., Noorani, M.S.M.: Modified Baptista type chaotic cryptosystem via matrix secret key. Phys. Lett. A 372, 5427–5430 (2008)
Banerjee, S., Kastha, D., Das, S., Vivek, G., Grebogi, C.: Robust chaos-the theoretical formulation and experimental evidence, In: Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS ’99), vol. 5, pp. 293–296 (1999)
Banks, J., Brooks, J., Cairns, G., Davis, G., Stacey, P.: On Devaney’s definition of chaos. Am. Math. Mon. 99, 332–334 (1992)
Baptista, M.S.: Cryptography with chaos. Phys. Lett. A 240, 50–54 (1998)
Dachselt, F., Schwarz, W.S.: Chaos and cryptography. IEEE Trans. Circuits Syst. I: Fundam. Theory Appl. 48, 1498–1509 (2001)
Dogan, R., Murgan, A.T., Ortmann, S., Glesner, M.: Searching for robust chaos in discrete time neural networks using weight space exploration. IEEE Int. Conf. Neural Netw. 2, 688–693 (1996)
Dowell, E.H., Pezeshki, C.: On the understanding of chaos in Duffings equation including a comparison with experiment. J. Appl. Mech. 55, 5–9 (1986)
Feigenbaum, M.J.: The universal metric properties of nonlinear transformations. J. Stat. Phys. 21(6), 669–706 (1979)
Feki, M.: An adaptive chaos synchronization scheme applied to secure communication. Chaos Solitons Fractals 18(1), 141–148 (2003)
Frey, D.R., Schwarz, W.: Chaotic digital encoding: an approach to secure communication. IEEE Trans. Circuits Syst. II: Analog Digit. Signal Process. 40, 660–666 (1993)
Garasym, O., Taralova, I., Lozi, R.: Application of nonlinear dynamics to chaotic PRNG design. In: 2014 International Conference on European Conference Iteration Theory (ECIT), vol.20 (2014)
Heidari-Bateni, G., McGillem, C.D.: A chaotic direct-sequence spread-spectrum communication system. IEEE Trans. Commun. 42, 1524–1527 (1994)
Holenstein, T.: Pseudorandom generators from one-way functions: a simple construction for any hardness. In: Theory Cryptography, pp. 443–461 (2009)
Hong, Z., Ling, X.: Generating chaotic secure sequences with desired statistical properties and high security. Int. J. Bifurc. Chaos 7, 205–213 (1997)
Katz, O., Ramon, D.A., Wagner, I.A.: A robust random number generator based on a differential current-mode chaos. IEEE Trans. Very Large Scale Integr. (VLSI) Syst. 16, 1677–1686 (2008)
Lanford III, O.E.: Informal remarks on the orbit structure of discrete approximations to chaotic maps. Exp. Math. 7, 317–324 (1998)
Li, C., Chen, G.: Chaos in the fractional order Chen system and its control. Chaos Solitons Fractals 22, 549–554 (2004)
Li, C.Y., Chen, Y.H., Chang, T.Y., Deng, L.Y., Kiwing, T.: Period extension and randomness enhancement using high-throughput reseeding-mixing PRNG. IEEE Trans. Very Large Scale Integr. (VLSI) Syst. 20(2), 385–389 (2012)
Liebert, W., Schuster, H.G.: Proper choice of the time delay for the analysis of chaotic time series. Phys. Lett. A 142, 107–111 (1989)
Lozi, R.: Chaotic pseudo random number generators via ultra weak coupling of chaotic maps and double threshold sampling sequences, In: ICCSA 2009, 3rd Conference on Complex Systems and Applications, pp. 20–24 (2009)
Lozi, R.: Emergence of randomness from chaos. Int. J. Bifurc. Chaos 22(02), 1250021 (2012)
Lozi, R.: Can we trust in numerical computations of chaotic solutions of dynamical systems? Topol. Dyn. Chaos, World Sci. Ser. Nonlinear Sci. Ser. A 84, 63–98 (2013)
Lozi, R., Cherrier, E.: Noise-resisting ciphering based on a chaotic multi-stream pseudo-random number generator, In: 2011 International Conference for Internet Technology and Secured Transactions (ICITST), pp. 91–96 (2011)
Lozi, R., Taralova, I.: From chaos to randomness via geometric undersampling. ESAIM: Proc Surv. 46, 177–195 (2014)
Ma, H.G., Han, C.Z.: Selection of embedding dimension and delay time in phase space reconstruction. Front. Electr. Electron. Eng. China 1(1), 111–114 (2006)
May, R.: Stability and Complexity of Models Ecosystems. Princeton University Press, Princeton (1973)
May, R.: Biological populations with overlapping generations: stable points, stable cycles, and chaos. Science 186(4164), 645–647 (1974)
Menezes, A.J., Van Oorschot, P.C.: Handbook of applied cryptography. CRC Press, Boca Raton (1996)
Nejati, H., Beirami, A., Massoud, Y.: A realizable modified tent map for true random number generation. In: Circuits Systems, MWSCAS, vol. 10, pp. 621–624 (2008)
Nillsen, R.: Randomness and recurrence in dynamical systems. AMC 10, 12–30 (2010)
Noura, H., El Assad, S., Vladeanu, C.: Design of a fast and robust chaos-based cryptosystem for image encryption. In: 2010 8th International Conference on Communications (COMM), pp. 423–426 (2010)
Odibat, Z.M., Corson, N., Aziz-Alaoui, M.A., Bertelle, C.: Synchronization of chaotic fractional-order systems via linear control. Int. J. Bifurc. Chaos 20, 81–97 (2010)
Pichler, L., Pradlwarter, H.J.: Evolution of probability densities in the phase space for reliability analysis of non-linear structures. Struct. Saf. 31, 316–324 (2009)
Reingold, O.: Theory of cryptography. In: 6th Theory of Cryptography Conference, TCC, 15–17 March (2009)
Rojas, A., Taralova, I., Lozi, R.: New alternate ring-coupled map for multirandom number generation. J. Nonlinear Syst. Appl. 4(1), 64–69 (2013)
Rukhin, A., Soto, J., Nechvatal, J., Smid, M., Barker, E.: A statistical test suite for random and pseudorandom number generators for cryptographic applications. Booz-Allen and Hamilton Inc Mclean Va (2010)
Sato, S., Sano, M., Sawada, Y.: Practical methods of measuring the generalized dimension and the largest Lyapunov exponent in high dimensional chaotic systems. Prog. Theor. Phys. 77, 1–5 (1987)
Singh, A., Gilhotra, R.: Data security using private key encryption system based on arithmetic coding. Int. J. Netw. Secur. Appl. (IJNSA) 3, 58–67 (2011)
Sprott, J.C.: Chaos and Time-Series Analysis, p. 69. Oxford University Press, Oxford (2003)
Sudret, B.: Global sensitivity analysis using polynomial chaos expansions. Reliab. Eng. Syst. Saf. 93, 964–979 (2008)
Sundarapandian, V., Pehlivan, I.: Analysis, control, synchronization, and circuit design of a novel chaotic system. Math. Comput. Model. 12, 1904–1915 (2012)
Thiffeault, J.L., Finn, M.D., Gouillart, E., Hall, T.: Topology of chaotic mixing patterns. Chaos Interdiscip. J. Nonlinear Sci. 18, 033123 (2008)
Wang, S., Kuang, J., Li, J., Luo, Y., Lu, H., Hu, G.: Chaos-based secure communications in a large community. Phys. Rev. E 66, 065202 (2002)
Wong, W.K., Lee, L.P., Wong, K.W.: A modified chaotic cryptographic method. In: Communications and Multimedia Security Issues of the New Century, pp. 123–126 (2001)
Xiong, J., Yang, Z.: Chaos caused by a topologically mixing map. Int. Cent. Theory Phys. (1991)
Yuan, G., Yorke, J.A.: Collapsing of chaos in one dimensional maps. Phys. D: Nonlinear Phenom. 136, 18–30 (2000)
Zaher, A.A., Abdulnasser, A.R.: On the design of chaos-based secure communication systems. Commun. Nonlinear Sci. Numer. Simul. 16(9), 3721–3737 (2011)
Zhou, X., Tang, X.: Research and implementation of RSA algorithm for encryption and decryption. In: 2011 6th International Forum on Strategic Technology (IFOST), vol. 1, pp. 1118–1121 (2011)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2016 Springer-Verlag Berlin Heidelberg
About this chapter
Cite this chapter
Garasym, O., Taralova, I., Lozi, R. (2016). New Nonlinear CPRNG Based on Tent and Logistic Maps. In: Lü, J., Yu, X., Chen, G., Yu, W. (eds) Complex Systems and Networks. Understanding Complex Systems. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-47824-0_6
Download citation
DOI: https://doi.org/10.1007/978-3-662-47824-0_6
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-662-47823-3
Online ISBN: 978-3-662-47824-0
eBook Packages: EngineeringEngineering (R0)