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Article

Impossibility results on weakly black-box hardness amplification

Published: 27 August 2007 Publication History

Abstract

We study the task of hardness amplification which transforms a hard function into a harder one. It is known that in a high complexity class such as exponential time, one can convert worst-case hardness into average-case hardness. However, in a lower complexity class such as NP or sub-exponential time, the existence of such an amplification procedure remains unclear.
We consider a class of hardness amplifications called weakly black-box hardness amplification, in which the initial hard function is only used as a black box to construct the harder function. We show that if an amplification procedure in TIME(t) can amplify hardness beyond an O(t) factor, then it must basically embed in itself a hard function computable in TIME(t). As a result, it is impossible to have such a hardness amplification with hardness measured against TIME(t). Furthermore, we show that, for any kN, if an amplification procedure in ΣkP can amplify hardness beyond a polynomial factor, then it must basically embed a hard function in ΣkP. This in turn implies the impossibility of having such hardness amplification with hardness measured against ΣkP/poly.

References

[1]
Agrawal, M., Allender, E., Rudich, S.: Reductions in circuit complexity: an isomorphism theorem and a gap theorem. Journal of Computer and System Sciences 57, 127-143 (1998)
[2]
Billingsley, P.: Probability and measure, 3rd edn. Wiley & Sons, Chichester (1995)
[3]
Babai, L., Fortnow, L., Nisan, N., Wigderson, A.: BPP has subexponential time simulations unless EXPTIME has publishable proofs. Computational Complexity 3(4), 307-318 (1993)
[4]
Blum, M., Micali, S.: How to generate cryptographically strong sequences of pseudo random bits. In: Proceedings of the 23rd Annual IEEE Symposium on Foundations of Computer Science, pp. 112-117. IEEE Computer Society Press, Los Alamitos (1982)
[5]
Bogdanov, A., Trevisan, L.: On worst-case to average-case reductions for NP problems. In: Proceedings of the 44th Annual Symposium on Foundations of Computer Science, Cambridge, Massachusetts, pp. 11-14 (2003)
[6]
Furst, M. L., Saxe, J. B., Sipser, M.: Parity, circuits, and the polynomial-time hierarchy. Mathematical Systems Theory 17(1), 13-27 (1984)
[7]
Håstad, J.: Computational limitations for small depth circuits. PhD thesis, MIT Press (1986)
[8]
Healy, A., Vadhan, S., Viola, E.: Using nondeterminism to amplify hardness. In: Proceedings of the 36th ACM Symposium on Theory of Computing, pp. 192-201. ACM Press, New York (2004)
[9]
Impagliazzo, R.: Hard-core distributions for somewhat hard problems. In: Proceedings of the 36th Annual IEEE Symposium on Foundations of Computer Science, pp. 538-545. IEEE Computer Society Press, Los Alamitos (1995)
[10]
Impagliazzo, R., Levin, L.: No better ways to generate hard NP instances than picking uniformly at random. In: Proceedings of the 31st Annual IEEE Symposium on Foundations of Computer Science, pp. 812-821. IEEE Computer Society Press, Los Alamitos (1990)
[11]
Impagliazzo, R., Shaltiel, R., Wigderson, A.: Extractors and pseudo-random generators with optimal seed length. In: Proceedings of the 32nd ACM Symposium on Theory of Computing, pp. 1-10. ACM Press, New York (2000)
[12]
Impagliazzo, R., Wigderson, A.: P=BPP if E requires exponential circuits: Derandomizing the XOR lemma. In: Proceedings of the 29th ACM Symposium on Theory of Computing, pp. 220-229. ACM Press, New York (1997)
[13]
Klivans, A., van Melkebeek, D.: Graph nonisomorphism has subexponential size proofs unless the polynomial-time hierarchy collapses. In: Proceedings of the 31st ACM Symposium on Theory of Computing, pp. 659-667. ACM Press, New York (1999)
[14]
Lu, C.-J., Tsai, S.-C., Wu, H.-L.: On the complexity of hardness amplification. In: Proceedings of the 20th Annual IEEE Conference on Computational Complexity, pp. 170-182. IEEE Computer Society Press, Los Alamitos (2005)
[15]
Lin, H., Trevisan, L., Wee, H.: On hardness amplification of one-way functions. In: Proceedings of the 2nd Theory of Cryptography Conference, pp. 34-49 (2005)
[16]
Nisan, N.: Pseudorandom bits for constant depth circuits. Combinatorica 11(1), 63-70 (1991)
[17]
Nisan, N., Wigderson, A.: Hardness vs Randomness. Journal of Computer and System Sciences 49(2), 149-167 (1994)
[18]
O'Donnell, R.: Hardness amplification within NP. In: Proceedings of the 34th ACM Symposium on Theory of Computing, pp. 751-760. ACM Press, New York (2002)
[19]
Papadimitriou, C.: Computational Complexity. Addison-Wesley, Reading (1994)
[20]
Sudan, M., Trevisan, L., Vadhan, S.: Pseudorandom generators without the XOR lemma. Journal of Computer and System Sciences 62(2), 236-266 (2001)
[21]
Shaltiel, R., Umans, C.: Simple extractors for all min-entropies and a new pseudorandom generator. In: Proceedings of the 42nd Annual IEEE Symposium on Foundations of Computer Science, pp. 648-657. IEEE Computer Society Press, Los Alamitos (2001)
[22]
Umans, C.: Pseudo-random generators for all hardnesses. Journal of Computer and System Sciences 67(2), 419-440 (2003)
[23]
Viola, E.: The complexity of constructing pseudorandom generators from hard functions. Computational Complexity 13(3-4), 147-188 (2004)
[24]
Viola, E.: On constructing parallel pseudorandom generators from one-way Functions. In: Proceedings of the 20th Annual IEEE Conference on Computational Complexity, pp. 183-197. IEEE Computer Society Press, Los Alamitos (2005)
[25]
Yao, A.C.-C.: Theory and applications of trapdoor functions. In: Proceedings of the 23rd Annual IEEE Symposium on Foundations of Computer Science, pp. 80-91. IEEE Computer Society Press, Los Alamitos (1982)

Cited By

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  • (2015)Incompressible functions, relative-error extractors, and the power of nondeterministic reductions (extended abstract)Proceedings of the 30th Conference on Computational Complexity10.5555/2833227.2833256(582-600)Online publication date: 17-Jun-2015
  • (2008)Hardness amplification proofs require majorityProceedings of the fortieth annual ACM symposium on Theory of computing10.1145/1374376.1374461(589-598)Online publication date: 17-May-2008
  1. Impossibility results on weakly black-box hardness amplification

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    Published In

    cover image Guide Proceedings
    FCT'07: Proceedings of the 16th international conference on Fundamentals of Computation Theory
    August 2007
    505 pages
    ISBN:3540742395
    • Editors:
    • Erzsébet Csuhaj-Varjú,
    • Zoltán Ésik

    Sponsors

    • Hungarian Academy of Sciences: The Hungarian Academy of Sciences
    • Department of Computer Science, University of Szeged: Department of Computer Science, University of Szeged

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    Springer-Verlag

    Berlin, Heidelberg

    Publication History

    Published: 27 August 2007

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    • (2015)Incompressible functions, relative-error extractors, and the power of nondeterministic reductions (extended abstract)Proceedings of the 30th Conference on Computational Complexity10.5555/2833227.2833256(582-600)Online publication date: 17-Jun-2015
    • (2008)Hardness amplification proofs require majorityProceedings of the fortieth annual ACM symposium on Theory of computing10.1145/1374376.1374461(589-598)Online publication date: 17-May-2008

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