Paper 2026/1314

HHE Kombat: Benchmarking Hybrid Homomorphic Encryption Schemes

Hossein Abdinasibfar, Tampere University
Camille Nuoskala, Tampere University
Antonis Michalas, Tampere University
Abstract

Hybrid Homomorphic Encryption (HHE) is emerging as a practical alternative to fully homomorphic encryption by offloading computational overhead to the cloud. Despite the growing number of HHE schemes and implementations, no unified evaluation methodology currently exists. In this work, we present a comprehensive and reproducible benchmarking framework covering both standard and HE-friendly HHE schemes. We analyze and evaluate 19 open-source HHE frameworks, comprising 218 distinct ciphers' benchmarks, across diverse HE libraries and programming languages. To ensure fair comparison, we interpret the main results under an HHE-128 security target, separating standardized or author-claimed 128-bit settings from below-target measurements. Our contributions include a unified repository, a language-agnostic benchmarking tool, and detailed metrics on runtime and memory usage. The results offer actionable insights into the security-aware performance trade-offs of each design and lay the groundwork for standardizing future HHE evaluations.

Metadata
Available format(s)
PDF
Category
Implementation
Publication info
Preprint.
Keywords
Applied CryptographyHE-Friendly CiphersHomomorphic EncryptionHybrid Homomorphic Encryption
Contact author(s)
hossein abdinasibfar @ tuni fi
camille nuoskala @ tuni fi
antonios michalas @ tuni fi
History
2026-06-26: approved
2026-06-24: received
See all versions
Short URL
https://ia.cr/2026/1314
License
Creative Commons Attribution
CC BY

BibTeX

@misc{cryptoeprint:2026/1314,
      author = {Hossein Abdinasibfar and Camille Nuoskala and Antonis Michalas},
      title = {{HHE} Kombat: Benchmarking Hybrid Homomorphic Encryption Schemes},
      howpublished = {Cryptology {ePrint} Archive, Paper 2026/1314},
      year = {2026},
      url = {https://eprint.iacr.org/2026/1314}
}
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