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November  2017, 11(4): 805-811. doi: 10.3934/amc.2017059

Analysis of Hidden Number Problem with Hidden Multiplier

Santanu Sarkar

Indian Institute of Technology Madras, Sardar Patel Road, Chennai 600036, India

Received  September 2016 Published  November 2017

In Crypto 1996, the Hidden Number Problem was introduced by Boneh and Venkatesan. Howgrave-Graham, Nguyen and Shparlinski (Mathematics of Computation 2003) generalized this problem and called it Hidden Number Problem with Hidden Multiplier (HNPHM). It has application in security analysis of timed-release crypto. They proposed a polynomial time algorithm to solve HNPHM. They showed that one can solve it if absolute error is less than $m^{0.20}$ for some positive integer $m$. They improved this bound up to $m^{0.25}$ heuristically. It was also proved that one can not solve HNPHM if error is larger than $m^{0.5}$. In this paper, we show that one can solve HNPHM in polynomial time heuristically if error is bounded by $m^{0.5}$.

Keywords: Hidden Number Problem with Hidden Multiplier, lattice, LLL algorithm, sequence.
Mathematics Subject Classification: Primary: 11Y16; Secondary: 94A60.
Citation: Santanu Sarkar. Analysis of Hidden Number Problem with Hidden Multiplier. Advances in Mathematics of Communications, 2017, 11 (4) : 805-811. doi: 10.3934/amc.2017059
References:
[1]

A. Akavia, Solving hidden number problem with one bit oracle and advice, Advances in Cryptology-CRYPTO 2009, 5677 (2009), 337-354.   Google Scholar

[2]

D. Boneh and R. Venkatesan, Hardness of computing the most significant bits of secret keys in diffie-hellman and related schemes, In Crypto 1996, LNCS, 1109 (1996), 129-142.  doi: 10.1007/3-540-68697-5_11.  Google Scholar

[3]

D. Boneh and R. Venkatesan, Rounding in lattices and its cryptographic applications, Proceedings of the Eighth Annual ACM-SIAM Symposium on Discrete Algorithms (New Orleans, LA, 1997), ACM, New York, (1997), 675–681.  Google Scholar

[4]

N. Howgrave-Graham and N. P. Smart, Lattice attacks on digital signature schemes, Des. Codes Cryptography, 23 (2001), 283-290.  doi: 10.1023/A:1011214926272.  Google Scholar

[5]

N. Howgrave-Graham, P. Q. Nguyen and I. Shparlinski, Hidden number problem with hidden multipliers, timed-release crypto, and noisy exponentiation, Math. Comput., 72 (2003), 1473-1485.  doi: 10.1090/S0025-5718-03-01495-9.  Google Scholar

[6]

R. Kannan, Minkowski's convex body theorem and integer programming, Mathematics of Operation Research, 12 (1987), 415-440.  doi: 10.1287/moor.12.3.415.  Google Scholar

[7]

T. Kleinjung, K. Aoki, J. Franke, A. K. Lenstra, E. Thomé, J. W. Bos, P. Gaudry, A. Kruppa, P. L. Montgomery, D. A. Osvik, H. J. J. te Riele, A. Timofeev and P. Zimmermann, Factorization of a 768-bit RSA modulus, In Crypto 2010, LNCS, 6223 (2010), 333–350.  Google Scholar

[8]

A. K. Lenstra, H. W. Lenstra Jr and L. Lovász, Factoring polynomials with rational coefficients, Mathematische Annalen, 261 (1982), 515-534.  doi: 10.1007/BF01457454.  Google Scholar

[9]

A. May and M. Ritzenhofen, Implicit factoring: On polynomial time factoring given only an implicit hint, PKC 2009, LNCS, 5443 (2009), 1-14.   Google Scholar

[10]

O. Regev, Lattices in computer science (lecture notes), New York University, Available at http://www.cims.nyu.edu/regev/teaching/lattices_fall_2004/index.html. Google Scholar

[11]

R. L. Rivest, A. Shamir and D. A. Wagner, Time lock puzzles and timed release cryptography, Technical report, MIT/LCS/TR-684. Google Scholar

[12]

I. E. Shparlinski, Playing hide-and-seek with numbers: The hidden number problem, lattices and exponential sums, Proc. Symp. in Appl. Math., Amer. Math. Soc., 62 (2005), 153-177.   Google Scholar

[13]

J. Stren, Secret linear congruential generators are not cryptographically secure, FOCS 1987, (1987), 421-426.   Google Scholar

show all references

References:
[1]

A. Akavia, Solving hidden number problem with one bit oracle and advice, Advances in Cryptology-CRYPTO 2009, 5677 (2009), 337-354.   Google Scholar

[2]

D. Boneh and R. Venkatesan, Hardness of computing the most significant bits of secret keys in diffie-hellman and related schemes, In Crypto 1996, LNCS, 1109 (1996), 129-142.  doi: 10.1007/3-540-68697-5_11.  Google Scholar

[3]

D. Boneh and R. Venkatesan, Rounding in lattices and its cryptographic applications, Proceedings of the Eighth Annual ACM-SIAM Symposium on Discrete Algorithms (New Orleans, LA, 1997), ACM, New York, (1997), 675–681.  Google Scholar

[4]

N. Howgrave-Graham and N. P. Smart, Lattice attacks on digital signature schemes, Des. Codes Cryptography, 23 (2001), 283-290.  doi: 10.1023/A:1011214926272.  Google Scholar

[5]

N. Howgrave-Graham, P. Q. Nguyen and I. Shparlinski, Hidden number problem with hidden multipliers, timed-release crypto, and noisy exponentiation, Math. Comput., 72 (2003), 1473-1485.  doi: 10.1090/S0025-5718-03-01495-9.  Google Scholar

[6]

R. Kannan, Minkowski's convex body theorem and integer programming, Mathematics of Operation Research, 12 (1987), 415-440.  doi: 10.1287/moor.12.3.415.  Google Scholar

[7]

T. Kleinjung, K. Aoki, J. Franke, A. K. Lenstra, E. Thomé, J. W. Bos, P. Gaudry, A. Kruppa, P. L. Montgomery, D. A. Osvik, H. J. J. te Riele, A. Timofeev and P. Zimmermann, Factorization of a 768-bit RSA modulus, In Crypto 2010, LNCS, 6223 (2010), 333–350.  Google Scholar

[8]

A. K. Lenstra, H. W. Lenstra Jr and L. Lovász, Factoring polynomials with rational coefficients, Mathematische Annalen, 261 (1982), 515-534.  doi: 10.1007/BF01457454.  Google Scholar

[9]

A. May and M. Ritzenhofen, Implicit factoring: On polynomial time factoring given only an implicit hint, PKC 2009, LNCS, 5443 (2009), 1-14.   Google Scholar

[10]

O. Regev, Lattices in computer science (lecture notes), New York University, Available at http://www.cims.nyu.edu/regev/teaching/lattices_fall_2004/index.html. Google Scholar

[11]

R. L. Rivest, A. Shamir and D. A. Wagner, Time lock puzzles and timed release cryptography, Technical report, MIT/LCS/TR-684. Google Scholar

[12]

I. E. Shparlinski, Playing hide-and-seek with numbers: The hidden number problem, lattices and exponential sums, Proc. Symp. in Appl. Math., Amer. Math. Soc., 62 (2005), 153-177.   Google Scholar

[13]

J. Stren, Secret linear congruential generators are not cryptographically secure, FOCS 1987, (1987), 421-426.   Google Scholar

Figure 1.  Upper bound of $\Delta$ for increasing values of $n$ and $m \to \infty$
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Table 1.  Experimental results for different values of $m$
$n$ $\bigg(\frac{\binom{n}{2}}{2\binom{n}{2}+2n}\bigg)\log_2 m$ $\log_2 \! m$ Experimental result LLL Algorithm time in Seconds
298 768 295 16.78
8 398 1024 395 24.39
796 2048 793 48.49
314 768 310 77.76
10 418 1024 415 108.96
837 2048 834 244.68
324 768 321 302.93
12 433 1024 429 406.54
866 2048 863 930.16
332 768 328 832.71
14 443 1024 439 1342.42
887 2048 883 2798.76
338 768 333 2283.69
16 451 1024 446 3138.10
903 2048 899 8095.19
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$n$ $\bigg(\frac{\binom{n}{2}}{2\binom{n}{2}+2n}\bigg)\log_2 m$ $\log_2 \! m$ Experimental result LLL Algorithm time in Seconds
298 768 295 16.78
8 398 1024 395 24.39
796 2048 793 48.49
314 768 310 77.76
10 418 1024 415 108.96
837 2048 834 244.68
324 768 321 302.93
12 433 1024 429 406.54
866 2048 863 930.16
332 768 328 832.71
14 443 1024 439 1342.42
887 2048 883 2798.76
338 768 333 2283.69
16 451 1024 446 3138.10
903 2048 899 8095.19
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