On the existence of pseudorandom generators

Oded Goldreich, H. Krawczyk, M. Luby
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引用次数: 171

Abstract

Pseudorandom generators are known to exist, assuming the existence of functions that cannot be efficiently inverted on the distributions induced by applying the function iteratively polynomially many times. This sufficient condition is also necessary, but it is difficult to check whether particular functions, assumed to be one-way, are also one-way on their iterates. This raises the fundamental question of whether the mere existence of one-way functions suffices for the construction of pseudorandom generators. Progress toward resolving this question is presented. Regular functions in which every image of a k-bit string has the same number of preimages of length k are considered. It is shown that if a regular function is one-way, then pseudorandom generators do exist. In particular, assuming the intractability of general factoring, it can be proved that the pseudorandom generators do exist. Another application is the construction of a pseudorandom generator based on the assumed intractability of decoding random linear codes.<>
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关于伪随机发生器的存在性
伪随机生成器是已知存在的,假设存在不能在多次迭代多项式应用函数所诱导的分布上有效反转的函数。这个充分条件也是必要的,但是很难检查假设为单向的特定函数在其迭代上是否也是单向的。这就提出了一个基本问题,即单向函数的存在是否足以构造伪随机生成器。介绍了解决这一问题的进展。考虑正则函数,其中k位字符串的每个图像具有相同数量的长度为k的预图像。证明了如果正则函数是单向的,那么伪随机生成器是存在的。特别地,假设一般因子分解的难解性,可以证明伪随机生成器的存在。另一个应用是基于随机线性码难以解码的假设构造伪随机生成器。
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