Birthday Paradox for Multi-Collisions

  • Authors:
  • Kazuhiro Suzuki;Dongvu Tonien;Kaoru Kurosawa;Koji Toyota

  • Affiliations:
  • -;-;-;-

  • Venue:
  • IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
  • Year:
  • 2008

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Abstract

In this paper, we study multi-collision probability. For a hash function H:D → R with |R| = n, it has been believed that we can find an s-collision by hashing Q = n(s-1)/s times. We first show that this probability is at most 1/s! for any s, which is very small for large s (for example, s = n(s-1)/s). Thus the above folklore is wrong for large s. We next show that if s is small, so that we can assume Q-s ≈ Q, then this probability is at least 1/s!-1/2(s!)2, which is very high for small s (for example, s is a constant). Thus the above folklore is true for small s. Moreover, we show that by hashing (s!)1/s × Q + s-1 (≤ n) times, an s-collision is found with probability approximately 0.5 for any n and s such that (s!/n)1/s ≈ 0. Note that if s = 2, it coincides with the usual birthday paradox. Hence it is a generalization of the birthday paradox to multi-collisions.