Pseudorandomness and Average-Case Complexity via Uniform Reductions
| Title: | Pseudorandomness and Average-Case Complexity via Uniform Reductions |
| Author: |
Trevisan, Luca; Vadhan, Salil
Note: Order does not necessarily reflect citation order of authors. |
| Citation: | Trevisan, Luca and Salil Vadhan. 2007. Pseudorandomness and average-case complexity via uniform reductions. Computational Complexity, 16, no. 4: 331-364. |
| Full Text & Related Files: |
Vadhan_PsuedorandComplexReduction.pdf (305.2Kb; PDF) 
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| Abstract: | Impagliazzo and Wigderson (36th FOCS, 1998) gave the first construction of pseudorandom generators from a uniform complexity assumption on EXP (namely EXP [not equal to] BPP). Unlike results in the nonuniform setting, their result does not provide a continuous trade-off between worst-case hardness and pseudorandomness, nor does it explicitly establish an average-case hardness result. In this paper: 1. We obtain an optimal worst-case to average-case connection for EXP: if EXP is not a subset of BPTIME(t(n)), EXP has problems that cannot be solved on a fraction 1/2 +1/t'(n) of the inputs by BPTIME(t'(n)) algorithms, for t'=t^{\Omega(1)}. 2. We exhibit a PSPACE-complete self-correctible and downward self-reducible problem. This slightly simplifies and strengthens the proof of Impaglaizzo and Wigderson, which used a a #P-complete problem with these properties. 3. We argue that the results of Impagliazzo and Wigderson, and the ones in this paper, cannot be proved via "black-box" uniform reductions. |
| Published Version: | http://dx.doi.org/10.1007/s00037-007-0233-x |
| Terms of Use: | This article is made available under the terms and conditions applicable to Other Posted Material, as set forth at http://nrs.harvard.edu/urn-3:HUL.InstRepos:dash.current.terms-of-use#LAA |
| Citable link to this page: | http://nrs.harvard.edu/urn-3:HUL.InstRepos:2920115 |
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