Paper 2025/1508

Concretely Efficient Fluid MPC with Linear Communication

Abstract

Traditional Secure Multi-Party Computation (MPC) requires parties to stay online through the whole computation, which compromises scalability when dealing with large-scale and complex tasks. The notion of fluid MPC, introduced by Choudhuri et al. (Crypto 2021), aims to address this challenge by presenting a dynamic participation model where parties have the flexibility to join and leave as needed. The best-known honest-majority MPC protocol by Bienstock et al. (Crypto 2023) in the fluid setting achieves linear communication complexity, but still incurs a substantially higher communication overhead than MPC in the classical setting. In this paper, we present two concretely efficient fluid MPC protocols in the honest-majority setting. The first, Velora, is an unconditionally secure maximal-fluid MPC protocol, which achieves the lowest communication cost among maximally fluid MPC protocols by introducing a new approach of transferring the output sharings held by the current committee to the next committee. To eliminate the inherent overhead of Velora, we also propose a separation-generation approach for random double sharings and integrate it into the second protocol as Ion. As a trade-off, Ion relaxes the fluidity requirement to the submaximal fluidity, allowing an extra internal communication round for each committee. Both protocols Velora and Ion enable us to extend the ATLAS technique from the classical setting to the fluid setting for further lowering communication overhead. Compared to the best-known fluid MPC protocol, our protocols reduce the communication cost per multiplication gate by a factor of 5.4 ∼ 7.5× (resp., 20.7 ∼ 28×) for semi-honest security (resp., malicious security). Compared to the state-of-the-art ATLAS protocol by Goyal et al. (Crypto 2021) in the classical setting, our semi-honest protocols only introduce a 1 ∼ 1.5× larger communication overhead for securely computing multiplication gates.