Paper 2025/1642

Mixed Arithmetic-Binary Circuits in Fluid MPC Against Honest Majority of 4-Party and Its Applications Against Semi-Honest Adversary

Furkan Kerim Çabaş, Middle East Technical University
Oğuz Yayla, Middle East Technical University
Abstract

Secure multi party computation protocols (MPC) translating between arithmetic and binary data types have recently gained attraction which is introduced by Rotaru and Wood in 2019, called daBit, and improved by Escudero et. al. called edaBits. EdaBits are simply secret shares in arithmetic domain and bit decomposition of the arithmetic share is the binary form the secret shares. These protocols are preprocessing for MPC protocols in order to improve efficiency. Furthermore, fluid MPC setting, introduced by Choudhuri, Goel, Green, Jain and Kaptchuk in 2021, is a framework which the parties, called dynamic parties, do not have be online throughout the whole process. Fluid MPC framework is still has to be worked and conventional protocols and techniques has to be adapted for it. Our work introduces an edaBits protocol specifically designed for the fluid MPC setting under a four-party honest-majority model. The protocol, which consists of eight subprotocols, achieves security against an honest majority and departs slightly from the traditional cut-and-choose paradigm. It attains linear memory and time complexity, as well as constant communication complexity. Finally, we demonstrate two applications that employ edaBits within the fluid MPC framework under the semi-honest adversary model.

Metadata
Available format(s)
PDF
Category
Cryptographic protocols
Publication info
Preprint.
Keywords
Secure Multi-Party Computation (MPC)Fluid MPCedaBitsPrivacy-Preserving Machine Learning
Contact author(s)
kcabas @ metu edu tr
oguz @ metu edu tr
History
2025-09-12: approved
2025-09-11: received
See all versions
Short URL
https://ia.cr/2025/1642
License
Creative Commons Attribution
CC BY

BibTeX

@misc{cryptoeprint:2025/1642,
      author = {Furkan Kerim Çabaş and Oğuz Yayla},
      title = {Mixed Arithmetic-Binary Circuits in Fluid {MPC} Against Honest Majority of 4-Party and Its Applications Against Semi-Honest Adversary},
      howpublished = {Cryptology {ePrint} Archive, Paper 2025/1642},
      year = {2025},
      url = {https://eprint.iacr.org/2025/1642}
}
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