Secure computation enables a number of players each holding a secret input value to compute a function of the inputs without revealing the inputs. It is known that secure computation is possible physically when the inputs are given as a sequence of physical cards. This research area is called card-based cryptography. One of the important problems in card-based cryptography is to minimize the number of cards and shuffles, where a shuffle is the most important (and somewhat heavy) operation in card-based protocols. In this paper, we determine the minimum number of shuffles for achieving general secure computation. Somewhat surprisingly, the answer is just one, i.e., we design a protocol which securely computes any Boolean circuit with only a single shuffle. The number of cards required for our protocol is proportional to the size of the circuit to be computed.
Secure computation enables a number of players each holding a secret input value to compute a function of the inputs without revealing the inputs. It is known that secure computation is possible physically when the inputs are given as a sequence of physical cards. This research area is called card-based cryptography. One of the important problems in card-based cryptography is to minimize the number of cards and shuffles, where a shuffle is the most important (and somewhat heavy) operation in card-based protocols. In this paper, we determine the minimum number of shuffles for achieving general secure computation. Somewhat surprisingly, the answer is just one, i.e., we design a protocol which securely computes any Boolean circuit with only a single shuffle. The number of cards required for our protocol is proportional to the size of the circuit to be computed.
A card-based secure computation protocol is a method for n parties to compute a function f on their private inputs (x1,…,xn) using physical playing cards, in such a way that the suits of revealed cards leak no information beyond the value of f(x1,…,xn). A \textit{single-shuffle full-open} protocol is a minimal model of card-based secure computation in which, after the parties place face-down cards representing their inputs, a single shuffle operation is performed and then all cards are opened to derive the output. Despite the simplicity of this model, the class of functions known to admit single-shuffle full-open protocols has been limited to a few small examples. In this work, we prove for the first time that every function admits a single-shuffle full-open protocol. We present two constructions that offer a trade-off between the number of cards and the complexity of the shuffle operation. These feasibility results are derived from a novel connection between single-shuffle full-open protocols and a cryptographic primitive known as \textit{Private Simultaneous Messages} protocols, which has rarely been studied in the context of card-based cryptography. We also present variants of single-shuffle protocols in which only a subset of cards are revealed. These protocols reduce the complexity of the shuffle operation compared to existing protocols in the same setting.
In card-based cryptography, the numbers of cards and shuffles are the complexity measures of protocols for secure computations, and the smaller these values are, the better. As the state-of-the-art study to minimize the latter measure, Shinagawa and Nuida showed a surprising result that any n-input logical function can be securely computed with only one shuffle, based on the idea of Yao's garbled circuit. When executing their protocol, the number of required cards is 2n+24q, where the n-input logical function to be computed is represented by q gates. For example, when applied to the n-input AND and XOR functions, the number of gates is n-1, and hence, 26n-24 cards are required. In this paper, we show that the number of required cards can be reduced by focusing on these two specific functions. Specifically, we construct a single-shuffle protocol for the n-input AND function using 4n-2 cards, and construct a single-shuffle protocol for the n-input XOR function using 2n cards.
Abstract Card-based protocols perform secure computation using physical playing cards, and their efficiency is primarily evaluated by two metrics: the number of cards and the number of shuffles. In this paper, we present three new card-based protocols that reduce the number of cards. The first protocol supports any Boolean circuit and decreases the number of cards. The second protocol extends the first to a committed-format version, while the third is specialized for Boolean circuits without a branched input, achieving an even smaller number of cards. All the proposed protocols are based on Yao’s garbled-circuit framework, similar to previous single-shuffle card-based protocols. Our main contribution is a novel encoding method that represents the truth table of each Boolean gate with fewer cards than existing schemes. Consequently, our protocols require only six cards per gate in a single-shuffle execution, providing a significant improvement in efficiency over prior work. Furthermore, by incorporating the card-based free-XOR introduced by Manabe–Shinagawa, we can further reduce the number of cards in certain configurations.
Abstract Card-based cryptography allows us to securely compute arbitrary functions using a deck of physical cards. Its performance is mainly measured by the number of used cards and shuffles, and there is a line of work that aims to reduce either of them. One seminal work is the card-based garbled circuit technique by Shinagawa and Nuida (Discret Appl Math 289:248–261, 2021, https://doi.org/10.1016/j.dam.2020.10.013 ), which allows the construction of a card-based protocol for any Boolean function with a single shuffle. Their construction requires 2n+24g 2 n + 24 g cards for an n-input Boolean function that is represented by g logical gates. In this paper, we reduce the number of cards to 2n+8g 2 n + 8 g for arbitrary functions while keeping it working with only one shuffle. In addition, we propose two types of extensions to support numerical encoding and multi-input gates. In the extended scheme, the free-ADD technique, obtained by generalizing the free-XOR technique by Manabe and Shinagawa (Deng J, Kolesnikov V, Schwarzmann AA (eds) CANS 2023, LNCS, vol 14342. Springer, Singapore, pp 232–248, 2023, https://doi.org/10.1007/978-981-99-7563-1-11 ), is available. The free-ADD technique allows our scheme to evaluate any n-input symmetric Boolean function using 2n2+6n+2 2 n 2 + 6 n + 2 cards.
Card-based cryptography is an area involving cryptographic techniques that use a deck of physical cards to implement secure computation. In this paper, we study card-based cryptographic protocols for symmetric functions f: {0, 1}n → R, where R is an arbitrary finite set. Any symmetric Boolean function has the property that its output value is determined only by the sum of input bits, and the class of them includes many interesting functions such as the AND and equality functions. In 2020, Ruangwises and Itoh proposed a protocol which uses 2n + 2 cards to securely compute any symmetric function f: {0, 1}n → R; reducing the number of cards to less than 2n + 2 was left as an open problem. While the Ruangwises–Itoh protocol uses a two-colored deck of cards, this paper considers using three-colored and four-colored decks: to give a partial answer to the open problem, we propose three protocols for symmetric functions using 2n + 1 cards or less. Specifically, we first propose a protocol using 2n + 1 cards from a three-colored deck. We then propose two protocols using 2n cards from a four-colored deck; one is a simpler protocol and the other is a more shuffle-efficient protocol.
Card-based cryptography, as first proposed by den Boer [den Boer, 1989], enables secure multiparty computation using only a deck of playing cards. Many protocols as of yet come with an “honest-but-curious” disclaimer. However, modern cryptography aims to provide security also in the presence of active attackers that deviate from the protocol description. In the few places where authors argue for the active security of their protocols, this is done ad-hoc and restricted to the concrete operations needed, often using additional physical tools, such as envelopes or sliding cover boxes. This paper provides the first systematic approach to active security in card-based protocols. The main technical contribution concerns shuffling operations. A shuffle randomly permutes the cards according to a well-defined distribution but hides the chosen permutation from the players. We show how the large and natural class of uniform closed shuffles, which are shuffles that select a permutation uniformly at random from a permutation group, can be implemented using only a linear number of helping cards. This ensures that any protocol in the model of Mizuki and Shizuya [Mizuki and Shizuya, 2014] can be realized in an actively secure fashion, as long as it is secure in this abstract model and restricted to uniform closed shuffles. Uniform closed shuffles are already sufficient for securely computing any circuit [Mizuki and Sone, 2009]. In the process, we develop a more concrete model for card-based cryptographic protocols with two players, which we believe to be of independent interest.