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Pseudorandom Generators for Low Degree Polynomials from Algebraic Geometry Codes

机译:基于代数几何代码的低次多项式伪随机生成器

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Constructing pseudorandom generators for low degree polynomials has received a considerable attention in the past decade. Viola [CC 2009], following an exciting line of research, constructed a pseudorandom generator for degree d polynomials in n variables, over any prime field. The seed length used is O(dlogn+d2d), and thus this construction yields a non-trivial result only for d=O(logn). Bogdanov [STOC 2005] presented a pseudorandom generator with seed length O(d4logn). However, it is promised to work only for fields of size (d10log2n).The main result of this paper is a construction of a pseudorandom generator for low degree polynomials based on algebraic geometry codes. Our pseudorandom generator works for fields of size (d12) and has seed length O(d4logn). The running time of our construction is nO(d4). We postulate a conjecture concerning the explicitness of a certain Riemann-Roch space in function fields. If true, the running time of our pseudorandom generator would be reduced to nO(1). We also make a first step at affirming the conjecture.
机译:在过去的十年中,为低次多项式构造伪随机数生成器受到了相当大的关注。 Viola [CC 2009]经过一系列激动人心的研究,构造了一个伪随机数发生器,用于在任意质数域上的n个变量中的d次多项式。所使用的种子长度为O(dlogn + d2d),因此,仅当d = O(logn)时,此构造才会产生不平凡的结果。 Bogdanov [STOC 2005]提出了一个伪随机数发生器,其种子长度为O(d4logn)。但是,它仅适用于大小为(d10log2n)的字段。本文的主要结果是基于代数几何代码构造了用于低次多项式的伪随机发生器。我们的伪随机数生成器适用于大小为(d12)的字段,并且种子长度为O(d4logn)。我们的构造的运行时间为nO(d4)。我们假设一个关于函数域中某个黎曼-罗奇空间的显式性的猜想。如果为true,则我们的伪随机数生成器的运行时间将减少为nO(1)。我们还在确认这一猜想方面迈出了第一步。

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