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2020 | OriginalPaper | Buchkapitel

Towards Classical Hardness of Module-LWE: The Linear Rank Case

verfasst von : Katharina Boudgoust, Corentin Jeudy, Adeline Roux-Langlois, Weiqiang Wen

Erschienen in: Advances in Cryptology – ASIACRYPT 2020

Verlag: Springer International Publishing

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Abstract

We prove that the module learning with errors (\(\mathrm {M\text {-}LWE}\)) problem with arbitrary polynomial-sized modulus p is classically at least as hard as standard worst-case lattice problems, as long as the module rank d is not smaller than the number field degree n. Previous publications only showed the hardness under quantum reductions. We achieve this result in an analogous manner as in the case of the learning with errors (\(\mathrm {LWE}\)) problem. First, we show the classical hardness of \(\mathrm {M\text {-}LWE}\) with an exponential-sized modulus. In a second step, we prove the hardness of \(\mathrm {M\text {-}LWE}\) using a binary secret. And finally, we provide a modulus reduction technique. The complete result applies to the class of power-of-two cyclotomic fields. However, several tools hold for more general classes of number fields and may be of independent interest.

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Literatur
[Ban93]
Zurück zum Zitat Banaszczyk, W.: New bounds in some transference theorems in the geometry of numbers. Math. Ann. 296(4), 625–635 (1993)MathSciNetCrossRef Banaszczyk, W.: New bounds in some transference theorems in the geometry of numbers. Math. Ann. 296(4), 625–635 (1993)MathSciNetCrossRef
[BDK+18]
Zurück zum Zitat Bos, J.W.: CRYSTALS - kyber: a CCA-secure module-lattice-based KEM. In: 2018 IEEE European Symposium on Security and Privacy, EuroS&P 2018, London, United Kingdom, 24–26 April 2018, pp. 353–367 (2018) Bos, J.W.: CRYSTALS - kyber: a CCA-secure module-lattice-based KEM. In: 2018 IEEE European Symposium on Security and Privacy, EuroS&P 2018, London, United Kingdom, 24–26 April 2018, pp. 353–367 (2018)
[BGV12]
Zurück zum Zitat Brakerski, Z., Gentry, C., Vaikuntanathan, V.: (Leveled) fully homomorphic encryption without bootstrapping. In: Innovations in Theoretical Computer Science 2012, Cambridge, MA, USA, 8–10 January 2012, pp. 309–325 (2012) Brakerski, Z., Gentry, C., Vaikuntanathan, V.: (Leveled) fully homomorphic encryption without bootstrapping. In: Innovations in Theoretical Computer Science 2012, Cambridge, MA, USA, 8–10 January 2012, pp. 309–325 (2012)
[BJRW20]
Zurück zum Zitat Boudgoust, K., Jeudy, C., Roux-Langlois, A., Wen, W.: Towards classical hardness of module-lwe: The linear rank case. IACR Cryptol. ePrint Arch. 2020:1020 (2020) Boudgoust, K., Jeudy, C., Roux-Langlois, A., Wen, W.: Towards classical hardness of module-lwe: The linear rank case. IACR Cryptol. ePrint Arch. 2020:1020 (2020)
[BLL+15]
Zurück zum Zitat Bai, S., Langlois, A., Lepoint, T., Stehlé, D., Steinfeld, R.: Improved security proofs in lattice-based cryptography: using the rényi divergence rather than the statistical distance. In: Iwata, T., Cheon, J.H. (eds.) ASIACRYPT 2015. LNCS, vol. 9452, pp. 3–24. Springer, Heidelberg (2015). https://doi.org/10.1007/978-3-662-48797-6_1CrossRefMATH Bai, S., Langlois, A., Lepoint, T., Stehlé, D., Steinfeld, R.: Improved security proofs in lattice-based cryptography: using the rényi divergence rather than the statistical distance. In: Iwata, T., Cheon, J.H. (eds.) ASIACRYPT 2015. LNCS, vol. 9452, pp. 3–24. Springer, Heidelberg (2015). https://​doi.​org/​10.​1007/​978-3-662-48797-6_​1CrossRefMATH
[BLP+13]
Zurück zum Zitat Brakerski, Z., Langlois, A., Peikert, C., Regev, O., Stehlé, D.: Classical hardness of learning with errors. In: Symposium on Theory of Computing Conference, STOC 2013, Palo Alto, CA, USA, 1–4 June 2013, pp. 575–584 (2013) Brakerski, Z., Langlois, A., Peikert, C., Regev, O., Stehlé, D.: Classical hardness of learning with errors. In: Symposium on Theory of Computing Conference, STOC 2013, Palo Alto, CA, USA, 1–4 June 2013, pp. 575–584 (2013)
[BV14]
Zurück zum Zitat Brakerski, Z., Vaikuntanathan, V.: Efficient fully homomorphic encryption from (standard) LWE. SIAM J. Comput. 43(2), 831–871 (2014)MathSciNetCrossRef Brakerski, Z., Vaikuntanathan, V.: Efficient fully homomorphic encryption from (standard) LWE. SIAM J. Comput. 43(2), 831–871 (2014)MathSciNetCrossRef
[DKL+18]
Zurück zum Zitat Ducas, L., Kiltz, E., Lepoint, T., Lyubashevsky, V., Schwabe, P., Seiler, G., Stehlé, D.: Crystals-dilithium: A lattice-based digital signature scheme. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2018(1), 238–268 (2018) Ducas, L., Kiltz, E., Lepoint, T., Lyubashevsky, V., Schwabe, P., Seiler, G., Stehlé, D.: Crystals-dilithium: A lattice-based digital signature scheme. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2018(1), 238–268 (2018)
[DMR18]
Zurück zum Zitat Devroye, L., Mehrabian, A., Reddad, T.: The Total Variation Distance Between High-dimensional Gaussians (2018) Devroye, L., Mehrabian, A., Reddad, T.: The Total Variation Distance Between High-dimensional Gaussians (2018)
[GHPS12]
[GKPV10]
Zurück zum Zitat Goldwasser, S., Kalai, Y.T., Peikert, C., Vaikuntanathan, V.: Robustness of the learning with errors assumption. In: Innovations in Computer Science - ICS 2010, Tsinghua University, Beijing, China, 5–7 January 2010. Proceedings, pp. 230–240. Tsinghua University Press (2010) Goldwasser, S., Kalai, Y.T., Peikert, C., Vaikuntanathan, V.: Robustness of the learning with errors assumption. In: Innovations in Computer Science - ICS 2010, Tsinghua University, Beijing, China, 5–7 January 2010. Proceedings, pp. 230–240. Tsinghua University Press (2010)
[GPV08]
Zurück zum Zitat Gentry, C., Peikert, C., Vaikuntanathan, V.: Trapdoors for hard lattices and new cryptographic constructions. In: Proceedings of the 40th Annual ACM Symposium on Theory of Computing, Victoria, British Columbia, Canada, 17–20 May 2008, pp. 197–206. ACM (2008) Gentry, C., Peikert, C., Vaikuntanathan, V.: Trapdoors for hard lattices and new cryptographic constructions. In: Proceedings of the 40th Annual ACM Symposium on Theory of Computing, Victoria, British Columbia, Canada, 17–20 May 2008, pp. 197–206. ACM (2008)
[LLL82]
Zurück zum Zitat Lenstra, A.K., Lenstra Jr., H.W., Lovász, L.: Factoring polynomials with rational coefficients. Math. Ann. 261(4), 515–534 (1982)MathSciNetCrossRef Lenstra, A.K., Lenstra Jr., H.W., Lovász, L.: Factoring polynomials with rational coefficients. Math. Ann. 261(4), 515–534 (1982)MathSciNetCrossRef
[LM00]
Zurück zum Zitat Laurent, B., Massart, P.: Adaptive estimation of a quadratic functional by model selection. Ann. Statist. 28(5), 1302–1338 (2000)MathSciNetCrossRef Laurent, B., Massart, P.: Adaptive estimation of a quadratic functional by model selection. Ann. Statist. 28(5), 1302–1338 (2000)MathSciNetCrossRef
[LPR13]
Zurück zum Zitat Lyubashevsky, V., Peikert, C., Regev, O.: On ideal lattices and learning with errors over rings. J. ACM 60(6), 43:1–43:35 (2013)MathSciNetCrossRef Lyubashevsky, V., Peikert, C., Regev, O.: On ideal lattices and learning with errors over rings. J. ACM 60(6), 43:1–43:35 (2013)MathSciNetCrossRef
[LS15]
Zurück zum Zitat Langlois, A., Stehlé, D.: Worst-case to average-case reductions for module lattices. Des. Codes Cryptogr. 75(3), 565–599 (2015)MathSciNetCrossRef Langlois, A., Stehlé, D.: Worst-case to average-case reductions for module lattices. Des. Codes Cryptogr. 75(3), 565–599 (2015)MathSciNetCrossRef
[Mic07]
Zurück zum Zitat Micciancio, D.: Generalized compact knapsacks, cyclic lattices, and efficient one-way functions. Comput. Complex. 16(4), 365–411 (2007)MathSciNetCrossRef Micciancio, D.: Generalized compact knapsacks, cyclic lattices, and efficient one-way functions. Comput. Complex. 16(4), 365–411 (2007)MathSciNetCrossRef
[Mic18]
Zurück zum Zitat Micciancio, D.: On the hardness of learning with errors with binary secrets. Theory Comput. 14(1), 1–17 (2018)MathSciNetCrossRef Micciancio, D.: On the hardness of learning with errors with binary secrets. Theory Comput. 14(1), 1–17 (2018)MathSciNetCrossRef
[MR07]
Zurück zum Zitat Micciancio, D., Regev, O.: Worst-case to average-case reductions based on gaussian measures. SIAM J. Comput. 37(1), 267–302 (2007)MathSciNetCrossRef Micciancio, D., Regev, O.: Worst-case to average-case reductions based on gaussian measures. SIAM J. Comput. 37(1), 267–302 (2007)MathSciNetCrossRef
[Pei09]
Zurück zum Zitat Peikert, C.: Public-key cryptosystems from the worst-case shortest vector problem: extended abstract. In Proceedings of the 41st Annual ACM Symposium on Theory of Computing, STOC 2009, Bethesda, MD, USA, 31 May–2 June 2009, pp. 333–342 (2009) Peikert, C.: Public-key cryptosystems from the worst-case shortest vector problem: extended abstract. In Proceedings of the 41st Annual ACM Symposium on Theory of Computing, STOC 2009, Bethesda, MD, USA, 31 May–2 June 2009, pp. 333–342 (2009)
[PP02]
Zurück zum Zitat Piazza, G., Politi, T.: An upper bound for the condition number of a matrix in spectral norm. J. Comput. Appl. Math. 143(1), 141–144 (2002)MathSciNetCrossRef Piazza, G., Politi, T.: An upper bound for the condition number of a matrix in spectral norm. J. Comput. Appl. Math. 143(1), 141–144 (2002)MathSciNetCrossRef
[PR07]
Zurück zum Zitat Peikert, C., Rosen, A.: Lattices that admit logarithmic worst-case to average-case connection factors. In: Proceedings of the 39th Annual ACM Symposium on Theory of Computing, San Diego, California, USA, 11–13 June 2007, pp. 478–487 (2007) Peikert, C., Rosen, A.: Lattices that admit logarithmic worst-case to average-case connection factors. In: Proceedings of the 39th Annual ACM Symposium on Theory of Computing, San Diego, California, USA, 11–13 June 2007, pp. 478–487 (2007)
[PRS17]
Zurück zum Zitat Peikert, C., Regev, O., Stephens-Davidowitz, N.: Pseudorandomness of ring-LWE for any ring and modulus. In: Proceedings of the 49th Annual ACM SIGACT Symposium on Theory of Computing, STOC 2017, Montreal, QC, Canada, 19–23 June 2017, pp. 461–473 (2017) Peikert, C., Regev, O., Stephens-Davidowitz, N.: Pseudorandomness of ring-LWE for any ring and modulus. In: Proceedings of the 49th Annual ACM SIGACT Symposium on Theory of Computing, STOC 2017, Montreal, QC, Canada, 19–23 June 2017, pp. 461–473 (2017)
[R61]
Zurück zum Zitat Rényi, A.: On measures of entropy and information. In: Proceedings of 4th Berkeley Symposium on Mathematical Statistics and Probability, vol. I, pp. 547–561. University of California Press, Berkeley, California (1961) Rényi, A.: On measures of entropy and information. In: Proceedings of 4th Berkeley Symposium on Mathematical Statistics and Probability, vol. I, pp. 547–561. University of California Press, Berkeley, California (1961)
[Reg05]
Zurück zum Zitat Regev, O.: On lattices, learning with errors, random linear codes, and cryptography. In: Proceedings of the 37th Annual ACM Symposium on Theory of Computing, Baltimore, MD, USA, 22–24 May 2005, pp. 84–93 (2005) Regev, O.: On lattices, learning with errors, random linear codes, and cryptography. In: Proceedings of the 37th Annual ACM Symposium on Theory of Computing, Baltimore, MD, USA, 22–24 May 2005, pp. 84–93 (2005)
[Reg09]
Zurück zum Zitat Regev, O.: On lattices, learning with errors, random linear codes, and cryptography. J. ACM 56(6), 34:1–34:40 (2009)MathSciNetCrossRef Regev, O.: On lattices, learning with errors, random linear codes, and cryptography. J. ACM 56(6), 34:1–34:40 (2009)MathSciNetCrossRef
[vEH14]
Zurück zum Zitat van Erven, T., Harremoës, P.: Rényi divergence and kullback-leibler divergence. IEEE Trans. Inf. Theory 60(7), 3797–3820 (2014)CrossRef van Erven, T., Harremoës, P.: Rényi divergence and kullback-leibler divergence. IEEE Trans. Inf. Theory 60(7), 3797–3820 (2014)CrossRef
[vNG47]
Zurück zum Zitat von Neumann, J., Goldstine, H.H.: Numerical inverting of matrices of high order. Bull. Amer. Math. Soc. 53, 1021–1099 (1947)MathSciNetCrossRef von Neumann, J., Goldstine, H.H.: Numerical inverting of matrices of high order. Bull. Amer. Math. Soc. 53, 1021–1099 (1947)MathSciNetCrossRef
[WW19]
Zurück zum Zitat Wang, Y., Wang, M.: Module-lwe versus ring-lwe, revisited. IACR Cryptology ePrint Archive 2019:930 (2019) Wang, Y., Wang, M.: Module-lwe versus ring-lwe, revisited. IACR Cryptology ePrint Archive 2019:930 (2019)
Metadaten
Titel
Towards Classical Hardness of Module-LWE: The Linear Rank Case
verfasst von
Katharina Boudgoust
Corentin Jeudy
Adeline Roux-Langlois
Weiqiang Wen
Copyright-Jahr
2020
DOI
https://doi.org/10.1007/978-3-030-64834-3_10

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