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On higher order nonlinearities of Boolean functions

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Abstract

When analyzing the security of block ciphers and stream ciphers, the \(r-th\) order nonlinearity of a Boolean function is crucial. They also have a prominent place in coding theory because the \(r-th\) order nonlinearity of Boolean functions is connected to the covering radius of \(\mathcal{R}\mathcal{M}(r,m)\), i.e., Reed-Muller code. In this study, we determine the lower bound for the higher-order nonlinearity of the two classes of Boolean functions listed below.

  1. 1.

    \(f_{\alpha }(u)=tr_1^m(\alpha u^d)\), where d is the Niho exponent constructed by Dobbertin et al. (J. Comb. Theory Ser. A 113:779–798, 2006).

  2. 2.

    \(g_{\alpha }(u)=tr_1^m(\alpha u^d)\), where \(d=2^p-2\). For all \(u\in \mathbb {F}_{2^m},~\alpha \in \mathbb {F}_{2^m}^*\) and \(m=2p\).

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References

  1. Canteaut, A., Charpin, P., Kyureghyan, G.M.: A new class of monomial bent functions. Finit. Fields Appl. 14, 221–241 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  2. Carlet, C.: Vectorial boolean functions for cryptography. In: Boolean Models and Methods in Mathematics, Computer Science, and Engineering, vol. 134, pp. 398–469 (2010)

  3. Carlet, C.: Recursive lower bounds on the nonlinearity profile of Boolean functions and their applications. IEEE Trans. Inf. Theory 54, 1262–1272 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  4. Carlet, C.: On the nonlinearity profile of the Dillon function, p. 577. IACR Cryptology ePrint Archive (2009)

  5. Carlet, C.: Boolean functions for cryptography and error correcting codes. In: Boolean Models and Methods in Mathematics, Computer Science, and Engineering, vol. 2, pp. 257–397 (2010)

  6. Carlet, C., Mesnager, S.: Improving the upper bounds on the covering radii of binary Reed-Muller codes. IEEE Trans. Inf. Theory 53, 162–173 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  7. Carlet, C.: Boolean functions for cryptography and coding theory, pp. 1–562. Monograph in Cambridge University Press (2021)

  8. Cohen, G., Honkala, I., Litsyn, S., Lobstein, A.: Covering Codes, p. 541. Elsevier, North Holland (1997)

  9. Dobbertin, H., Leander, G., Canteaut, A., Carlet, C., Felke, P., Gaborit, P.: Construction of bent functions via Niho power functions. J. Comb. Theory Ser. A 113, 779–798 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  10. Dumer, I., Kabatiansky, G., Tavernier, C.: List decoding of Reed-Muller codes up to the Johnson bound with almost linear complexity. IEEE International Symposium on Information Theory-Proceedings, pp. 138–142. (2006)

  11. Fourquet, R., Tavernier, C.: An improved list decoding algorithm for the second order reed-muller codes and its applications. Des Codes Crypt. 49, 323–340 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  12. Gangopadhyay, S., Sarkar, S., Telang, R.: On the lower bounds of the second order nonlinearities of some Boolean functions. Inform. Sci. 180, 266–273 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  13. Gao, J., Kan, H., Li, Y. and Wang, Q.: The Covering Radius of the Third-Order Reed-Muller Code RM(3,7) is 20. IEEE Trans. Inf. Theory. https://doi.org/10.1109/TIT.2023.3242966

  14. Gao, Q., Tang, D.: A lower bound on the second-order nonlinearity of the generalized maiorana-mcfarland boolean functions. IEICE Trans. Fundam. Electron. Commun. Comput Sci. 101, 2397-2401 (2018)

  15. Garg, M., Gangopadhyay, S.: A lower bound of the second-order nonlinearities of boolean bent functions. Fundam. Informaticae 111, 413–422 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  16. Garg, M., Khalyavin, A.: Higher-order nonlinearity of Kasami functions. Int. J. Comput. Math. 89, 1311–1318 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  17. Garg, M.: Higher order-nonlinearities of two classes of Boolean functions. Int. J. Comput. Sci. Inf. Technol. 6(5), 4251–4256 (2015)

    Google Scholar 

  18. Gode, R., Gangopadhyay, S.: On higher-order nonlinearities of monomial partial spreads type boolean functions. J. Comb. Inf. Syst. Sci. 35, 341–360 (2010)

    Google Scholar 

  19. Gode, R., Gangopadhyay, S.: Third-order nonlinearities of a subclass of Kasami functions. Cryptogr. Commun. 2, 69–83 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  20. Iwata, T., Kurosawa, K.: Probabilistic higher order differential attack and higher order bent functions. In: International Conference on the Theory and Application of Cryptology and Information Security, pp. 62–74. Springer (1999)

  21. Kabatiansky, G., Tavernier, C.: List decoding of second order reed-muller codes. Proc. 8Th Intern. Simp. Comm. Theory and Applications, Ambleside, UK (2005)

  22. MacWilliams, F.J., Sloane, N.J.A.: The theory of Error-Correcting codes, vol. 16. Elsevier (1977)

  23. Rothaus, O.S.: On ben functions. J. Comb. Theory. Ser. A 20, 300–305 (1976)

    Article  MATH  Google Scholar 

  24. Singh, B.K.: On third-order nonlinearity of biquadratic monomial boolean functions. Int. J. Eng. Math. 2014, 1–7 (2014)

    MATH  Google Scholar 

  25. Wang, Q., Stănică, P.: New bounds on the covering radius of the second order Reed-Muller code of length 128. Cryptogr. Commun. 11, 269–277 (2019)

    Article  MathSciNet  MATH  Google Scholar 

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Both authors made substantial contributions to the conception. Sampada Tiwari prepared the original draft of the Manuscript. Both authors reviewed the manuscript.

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Correspondence to Deepmala Sharma.

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Tiwari, S., Sharma, D. On higher order nonlinearities of Boolean functions. Cryptogr. Commun. 15, 821–830 (2023). https://doi.org/10.1007/s12095-023-00643-5

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