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弥华 edited this page Mar 20, 2025 · 2 revisions

This repository accompanies our paper SoK: FHE-Friendly Symmetric Ciphers and Transciphering and provides additional notes and remarks on the investigated tools.

Transcipher compatibility

Transcipher framework

Overview of Transciphering Compatibility

Transciphering Method Message Format FHE-friendly Z2 Ciphers AES Fp Ciphers
CGGI-based Binary
RtF Numeric
BtR Binary

Legend

  • , , and denote the compatibility level of the ciphers for each transciphering method, ranging from least compatible to compatible (< < ).

Performance tutorials

Transcipher benchmarks

Table of throughput and latency benchmark

Figure of throughput and latency benchmark

Application benchmarks

Table of end-to-end application comparison

Client side efficiency

Table of client side benchmark

Tools

Libraries

Library Code Docs License
concrete GitHub https://concrete.zama.ai/ AGPL-3.0
lattigo GitHub -- Apache-2.0
TFHE GitHub https://tfhe.github.io/tfhe/ Apache-2.0