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Paper 2023/759

Efficient TFHE Bootstrapping in the Multiparty Setting

Jeongeun Park, KU Leuven
Sergi Rovira, Pompeu Fabra University
Abstract

In this paper, we introduce a new approach to efficiently compute TFHE bootstrapping keys for (predefined) multiple users. Hence, a fixed number of users can enjoy the same level of efficiency as in the single key setting, keeping their individual input privacy. Our construction relies on a novel algorithm called homomorphic indicator, which can be of independent interest. We provide a detailed analysis of the noise growth and a set of secure parameters suitable to be used in practice. Moreover, we compare the complexity of our technique with other state-of-the-art constructions and show which method performs better in what parameter sets, based on our noise analysis. We also provide a prototype implementation of our technique. To the best of our knowledge, this is the first implementation of TFHE in the multiparty setting.

Metadata
Available format(s)
PDF
Category
Cryptographic protocols
Publication info
Published elsewhere. Minor revision. IEEE Access
DOI
10.1109/ACCESS.2023.3326237
Keywords
TFHEHomomorphic EncryptionMultiparty TFHE
Contact author(s)
Jeongeun Park @ esat kuleuven be
sergi rovira @ upf edu
History
2023-11-28: revised
2023-05-25: received
See all versions
Short URL
https://ia.cr/2023/759
License
Creative Commons Attribution
CC BY

BibTeX

@misc{cryptoeprint:2023/759,
      author = {Jeongeun Park and Sergi Rovira},
      title = {Efficient {TFHE} Bootstrapping in the Multiparty Setting},
      howpublished = {Cryptology {ePrint} Archive, Paper 2023/759},
      year = {2023},
      doi = {10.1109/ACCESS.2023.3326237},
      url = {https://eprint.iacr.org/2023/759}
}
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