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Add SPU (#55)

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Jun FENG
2023-07-13 02:09:07 +08:00
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@@ -76,6 +76,7 @@ Here I tried to reference the most recent article found on specific software sin
- [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/).