Abstract
In this paper, Grain-like cascade feedback shift registers (FSRs) are regarded as two Boolean networks (BNs), and the semi-tensor product (STP) of the matrices is used to convert the Grain-like cascade FSRs into an equivalent linear equation. Based on the STP, a novel method is proposed herein to investigate the nonsingularity of Grain-like cascade FSRs. First, we investigate the property of the state transition matrix of Grain-like cascade FSRs. We then propose their sufficient and necessary nonsingularity condition. Next, we regard the Grain-like cascade FSRs as Boolean control networks (BCNs) and further provide a sufficient condition of their nonsingularity. Finally, two examples are provided to illustrate the results obtained in this paper.
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Goresky M, Klapper A. Algebraic Shift Register Sequences. Cambridge: Cambridge University Press, 2012
Golomb S W. Shift Register Sequences. Walnut Creek: Aegean Park Press, 1982
Goresky M, Klapper A. Pseudonoise sequences based on algebraic feedback shift registers. IEEE Trans Inf Theory, 2006, 52: 1649–1662
Li C Y, Zeng X Y, Helleseth T, et al. The properties of a class of linear FSRs and their applications to the construction of nonlinear FSRs. IEEE Trans Inf Theory, 2014, 60: 3052–3061
Massey J. Shift-register synthesis and BCH decoding. IEEE Trans Inf Theory, 1969, 15: 122–127
Meier W, Staffelbach O. Fast correlation attacks on certain stream ciphers. J Cryptology, 1989, 1: 159–176
Hell M, Johansson T, Meier M. Grain: a stream cipher for constrained environments. Int J Wirel Mobile Comput, 2007, 2: 86–93
Gammel B M, Gottfert R, Kniffler O. An NLFSR-based stream cipher. In: Proceedings of IEEE International Symposium on Circuits and Systems, Island of Kos, 2006
Chen K, Henricksen M, Millan W, et al. Dragon: a fast word based stream cipher. In: Proceedings of International Conference on Information Security and Cryptology. Berlin: Springer, 2004. 33–50
Gammel B, Göttfert R, Kniffler O. Achterbahn-128/80: design and analysis. ECRYPT Network of Excellence–SASC Workshop Record, 2007. https://www.cosic.esat.kuleuven.be/ecrypt/stream/papersdir/2007/020.pdf
Courtois N T, Meier W. Algebraic attacks on stream ciphers with linear feedback. In: Proceedings of International Conference on the Theory and Applications of Cryptographic Techniques. Berlin: Springer, 2003. 345–359
Robshaw M, Matsumoto M, Saito M, et al. New Stream Cipher Designs: the eSTREAM Finalists. Berlin: Springer, 2008
Hell M, Johansson T, Maximov A. The grain family of stream ciphers. Lect Notes Comput Sci, 2008, 4986: 179–190
Babbage S, Dodd M. The MICKEY Stream Ciphers. Berlin: Springer, 2008
Maximov A. Cryptanalysis of the “Grain” family of stream ciphers. In: Proceedings of the 2006 ACM Symposium on Information, Computer and Communications Security, Taipei, 2006. 283–288
Berbain C, Gilbert H, Joux A. Algebraic and correlation attacks against linearly filtered non linear feedback shift registers. In: Proceedings of the 15th International Workshop on Selected Areas in Cryptography, Sackville, 2008. 184–198
Hu H G, Gong G. Periods on two kinds of nonlinear feedback shift registers with time varying feedback functions. Int J Found Comput Sci, 2011, 22: 1317–1329
Cheng D Z, Qi H S, Li Z Q. Analysis and Control of Boolean Networks. Berlin: Springer, 2011
Li H T, Zhao G D, Meng M, et al. A survey on applications of semi-tensor product method in engineering. Sci China Inf Sci, 2018, 61: 010202
Lu J Q, Li H T, Liu Y, et al. Survey on semi-tensor product method with its applications in logical networks and other finite-valued systems. IET Control Theory Appl, 2017, 11: 2040–2047
Lu J Q, Zhong J, Ho D W C, et al. On controllability of delayed Boolean control networks. SIAM J Control Optim, 2016, 54: 475–494
Liu Y, Chen H W, Wu B. Controllability of Boolean control networks with impulsive effects and forbidden states. Math Method Appl Sci, 2014, 37: 1–9
Zhu Q X, Liu Y, Lu J Q, et al. Observability of Boolean control networks. Sci China Inf Sci, 2018, 61: 092201. doi: 10.1007/s11432-017-9135-4
Lu J Q, Zhong J, Huang C, et al. On pinning controllability of Boolean control networks. IEEE Trans Autom Control, 2016, 61: 1658–1663
Zhong J, Lu J Q, Liu Y, et al. Synchronization in an array of output-coupled Boolean networks with time delay. IEEE Trans Neural Netw Learn Syst, 2014, 25: 2288–2294
Liu Y, Li B W, Lu J Q, et al. Pinning control for the disturbance decoupling problem of Boolean networks. IEEE Trans Autom Control, 2017. doi:10.1109/TAC.2017.2715181
Liu Y, Sun L J, Lu J Q, et al. Feedback controller design for the synchronization of Boolean control networks. IEEE Trans Neural Netw Learn Syst, 2016, 27: 1991–1996
Li F F, Sun J T. Controllability of Boolean control networks with time delays in states. Automatica, 2011, 47: 603–607
Cheng D Z, Qi H S. Controllability and observability of Boolean control networks. Automatica, 2009, 45: 1659–1667
Laschov D, Margaliot M. Controllability of Boolean control networks via the perron-frobenius theory. Automatica, 2012, 48: 1218–1223
Li H T, Wang Y Z, Xie L H. Output tracking control of Boolean control networks via state feedback: constant reference signal case. Automatica, 2015, 59: 54–59
Cheng D Z, Qi H S, Li Z Q, et al. Stability and stabilization of Boolean networks. Int J Robust Nonlinear Control, 2011, 21: 134–156
Li H T, Wang Y Z. Controllability analysis and control design for switched Boolean networks with state and input constraints. SIAM J Control Optim, 2015, 53: 2955–2979
Zhong J, Lu J Q, Huang T W, et al. Controllability and synchronization analysis of identical-hierarchy mixed-valued logical control networks. IEEE Trans Cybern, 2017, 47: 3482–3493
Guo P L, Wang Y Z, Li H T. A semi-tensor product approach to finding Nash equilibria for static games. In: Proceedings of the 32nd Chinese Control Conference (CCC), Xi’an, 2013. 107–112
Li H T, Xie L H, Wang Y Z. On robust control invariance of Boolean control networks. Automatica, 2016, 68: 392–396
Zhong J H, Lin D D. A new linearization method for nonlinear feedback shift registers. J Comput Syst Sci, 2014, 81: 783–796
Zhong J H, Lin D D. Stability of nonlinear feedback shift registers. Sci China Inf Sci, 2016, 59: 012204
Zhong J H, Lin D D. Driven stability of nonlinear feedback shift registers with inputs. IEEE Trans Commun, 2016, 64: 2274–2284
Zhong J, Ho D W C, Lu J Q, et al. Global robust stability and stabilization of Boolean network with disturbances. Automatica, 2017, 84: 142–148
Liu Y, Cao J D, Sun L J, et al. Sampled-data state feedback stabilization of Boolean control networks. Neural Comput, 2016, 28: 778–799
Wu H J, Huang T, Nguyen P H, et al. Differential attacks against stream cipher ZUC. In: Proceedings of the 18th International Conference on the Theory and Application of Cryptology and Information Security, Beijing, 2012. 262–277
Lai X J. Condition for the nonsingularity of a feedback shift-register over a general finite field (corresp.). IEEE Trans Inf Theory, 1987, 33: 747–749
Wang Q Y, Jin C H. Criteria for nonsingularity of Grain-like cascade feedback shift register (in Chinese). Comput Eng, 2014, 40: 519–523
Girard J Y. Linear logic. Theor Comput Sci, 1987, 50: 1–101
Liu Z B, Wang Y Z, Cheng D Z. Nonsingularity of feedback shift registers. Automatica, 2015, 55: 247–253
Acknowledgements
This work was supported by National Natural Science Foundation of China (Grant Nos. 61573102, 11671361), Natural Science Foundation of Jiangsu Province of China (Grant No. BK20170019), Jiangsu Provincial Key Laboratory of Networked Collective Intelligence (Grant No. BM2017002), China Postdoctoral Science Foundation (Grant Nos. 2014M560377, 2015T80483), Jiangsu Province Six Talent Peaks Project (Grant No. 2015-ZNDW-002), and Fundamental Research Funds for the Central Universities.
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Lu, J., Li, M., Liu, Y. et al. Nonsingularity of Grain-like cascade FSRs via semi-tensor product. Sci. China Inf. Sci. 61, 010204 (2018). https://doi.org/10.1007/s11432-017-9269-6
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DOI: https://doi.org/10.1007/s11432-017-9269-6