From 1cf0e9b85911d8e93c9aecc86ef8241efd6a6f8c Mon Sep 17 00:00:00 2001
From: Jun FENG <99384777+6fj@users.noreply.github.com>
Date: Thu, 13 Jul 2023 02:09:07 +0800
Subject: [PATCH] Add SPU (#55)

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 readme.md | 1 +
 1 file changed, 1 insertion(+)

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 - [Rosetta](https://github.com/LatticeX-Foundation/Rosetta/) - 3PC with secret sharing; secure against semi-honest adversaries; focused on reusing the APIs of TensorFlow and allowing to transfer traditional TensorFlow codes into a privacy-preserving manner with minimal changes.
 - [SCALE-MAMBA](https://homes.esat.kuleuven.be/~nsmart/SCALE/) - General MPC with secret sharing; secure against various adversaries including malicious with a dishonest majority. Software closer to a production system. | documentation: [link](https://homes.esat.kuleuven.be/~nsmart/SCALE/Documentation.pdf).
 - [Sharemind](https://sharemind.cyber.ee/) - 2PC or 3PC with secret sharing; secure against semi-honest adversaries. | [Cyber'13](https://cyber.ee/research/theses/roman_jagomagis_msc.pdf).
+- [SPU](https://github.com/secretflow/spu) - A domain-specific compiler and runtime suite, that aims to provide a secure computation service with provable security. SPU compiler uses XLA as its front-end Intermediate Representation (IR) and SPU runtime implements various MPC protocols.
 - [swanky](https://github.com/GaloisInc/swanky) - A suite of rust libraries for secure multi-party computation (currently includes oblivious transfer, garbled circuits, and private set intersection).
 - [TF Encrypted](https://github.com/mortendahl/tf-encrypted/) - 3PC with secret sharing; secure against semi-honest adversaries; focused on TensorFlow-based applications.
 - [TNO-MPC](https://github.com/TNO-MPC/) - Collection of MPC generic software components, procedures, functionalities, and solutions based on secret sharing and (partially) homomorphic encryption developed in Python and Go. | Blogs and principles: [TNO MPC Lab](https://mpc.tno.nl/).