Unconditional pseudorandom generators for low degree polynomials
Author(s) -
Shachar Lovett
Publication year - 2008
Publication title -
citeseer x (the pennsylvania state university)
Language(s) - English
Resource type - Conference proceedings
DOI - 10.1145/1374376.1374455
Subject(s) - pseudorandom number generator , pseudorandom generator , degree (music) , generator (circuit theory) , pseudorandom generator theorem , conjecture , inverse , mathematics , pseudorandomness , combinatorics , discrete mathematics , random number generation , finite field , algorithm , physics , quantum mechanics , power (physics) , geometry , acoustics
We give an explicit construction of a pseudorandom,generator against low- degree polynomials over finite fields. Pseudorandom generators against linear polynomials, known as small-bias generators, were first introduced by Naor and Naor (STOC 1990). We show that the sum of 2,(d)log(n/e) against degree-d polynomails. Our construction follows the break- through result of Bogdanov and Viola (FOCS 2007). Their work shows that the sum of d small-bias generators is a pseudo-random generator against degree-d polynomials, assum- ing a conjecture in additive combinatorics, known as the inverse conjecture for the Gowers norm. However, this conjecture was proven only for d = 2,3. The main advantage of this work is that it does not rely on any unproven conjectures. Subsequently, the inverse conjecture for the Gowers norm was shown to be false for d 4 by Green and Tao (2008) and independently by the author, Roy Meshulam, and Alex Samorodnitsky (STOC 2008). A revised version of the conjecture was proved by Bergelson, Tao, and Ziegler (2009). Additionally, Viola (CCC 2008) showed the original construction of Bogdanov and Viola to hold unconditionally. ACM Classification: F.2.1, F.1.3, F.2.2, G.2, G.3
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