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Lecture notes in computer science

Efficient Two-Party Exponentiation from Quotient Transfer

Yi Lu, Keisuke Hara, Kazuma Ohara, Jacob C. N. Schuldt, Keisuke Tanaka

Published Jan 1, 2022• 2 citations
Publisher
DOI
10.1007/978-3-031-09234-3_32

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Secure multi-party computation (MPC) allows participating parties to jointly compute a function over their inputs while keeping them private. In particular, MPC based on additive secret sharing has been widely studied as a tool to obtain efficient protocols secure against a dishonest majority, including the important two-party case. In this paper, we propose a two-party protocol for an exponentiation functionality based on an additive secret sharing scheme. Our proposed protocol aims to securely compute a public base exponentiation ax mod p for an odd prime p, where the exponent x ∈ ℤp is a (shared) secret and the base a ∈ ℤp is public. Our protocol is based on a new simple but efficient approach involving quotient transfer that allows the parties to perform the most expensive part of the computation locally, but requires the base a ∈ ℤp to be a quadratic residue. To address scenarios where the base does not fulfill this, we combine our exponentiation protocol with a new efficient modulus conversion protocol which might be of independent interest. Even taking into account a potential modulus conversion, our exponentiation protocol only requires 3 rounds and 4 invocations of multiplication.
We prove new results on perfect state transfer of quantum walks on quotient graphs. Since a graph G has perfect state transfer if and only if its quotient G/\pi, under any equitable partition \pi, has perfect state transfer, we exhibit graphs with perfect state transfer between two vertices but which lack automorphism swapping them. This answers a question of Godsil (Discrete Mathematics 312(1):129-147, 2011). We also show that the Cartesian product of quotient graphs \Box_{k} G_{k}/\pi_{k} is isomorphic to the quotient graph \Box_{k} G_{k}/\pi, for some equitable partition \pi. This provides an algebraic description of a construction due to Feder (Physical Review Letters 97, 180502, 2006) which is based on many-boson quantum walk.
In this work we introduce an intermediate setting between quantum nonlocality and communication complexity problems. More precisely, we study the value of XOR games GGG when Alice and Bob are allowed to use a limited amount of one-way classical communication ωo.w.−c(G)ω_{o.w.-c}(G)ωo.w.−c​(G) (resp. one-way quantum communication ωo.w.−c∗(G)ω_{o.w.-c}^*(G)ωo.w.−c∗​(G)), where ccc denotes the number of bits (resp. qubits). The key quantity here is the quotient ωo.w.−c∗(G)/ωo.w.−c(G)ω_{o.w.-c}^*(G)/ω_{o.w.-c}(G)ωo.w.−c∗​(G)/ωo.w.−c​(G). We provide a universal way to obtain Bell inequality violations of general Bell functionals from XOR games for which the quotient ωo.w.−c∗(G)/ωo.w.−2c(G)ω_{o.w.-c}^*(G)/ω_{o.w.-2c}(G)ωo.w.−c∗​(G)/ωo.w.−2c​(G) is larger than 1. This allows, in particular, to find (unbounded) Bell inequality violations from communication complexity problems in the same spirit as the recent work by Buhrman et al. (2016). We also provide an example of a XOR game for which the previous quotient is optimal (up to a logarithmic factor) in terms of the amount of information ccc. Interestingly, this game has only polynomially many inputs per player. For the related problem of separating the classical vs quantum communication complexity of a function, the known examples attaining exponential separation require exponentially many inputs per party.