On Pseudorandom Generators in NC

  • Authors:
  • Mary Cryan;Peter Bro Miltersen

  • Affiliations:
  • -;-

  • Venue:
  • MFCS '01 Proceedings of the 26th International Symposium on Mathematical Foundations of Computer Science
  • Year:
  • 2001

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Abstract

In this paper we consider the question of whether NCo circuits can generate pseudorandom distributions. While we leave the general question unanswered, we show • Generators computed by NCo circuits where each output bit depends on at most 3 input bits (i.e, NC3o circuits) and with stretch factor greater than 4 are not pseudorandom. • A large class of "non-problematic" NCo generators with superlinear stretch (including all NC3o generators with superlinear stretch) are broken by a statistical test based on a linear dependency test combined with a pairwise independence test. • There is an NC4o generator with a super-linear stretch that passes the linear dependency test as well as k-wise independence tests, for any constant k.