arXiv:2001.03598 · IEEE Transactions on Information Theory

Guesswork With Quantum Side Information

Eric P. Hanson, Vishal Katariya, Nilanjana Datta, Mark M. Wilde

Published Oct 8, 2021• 9 citations

Abstract

What is the minimum number of guesses needed on average to guess a realization of a random variable correctly? The answer to this question led to the introduction of a quantity calledguessworkby Massey in 1994, which can be viewed as an alternate security criterion to entropy. In this paper, we consider the guesswork in the presence of quantum side information, and show that a general sequential guessing strategy is equivalent to performing a single quantum measurement and choosing a guessing strategy based on the outcome. We use this result to deduce entropic one-shot and asymptotic bounds on the guesswork in the presence of quantum side information, and to formulate a semi-definite program (SDP) to calculate the quantity. We evaluate the guesswork for a simple example involving the BB84 states, both numerically and analytically, and we prove a continuity result that certifies the security of slightly imperfect key states when the guesswork is used as the security criterion.

DOI: 10.1109/tit.2021.3118878

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