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https://github.com/Jamie-Cui/awesome-secure-computation

Awesome list for cryptographic secure computation paper. This repo includes *Lattice*, *DifferentialPrivacy*, *MPC* and also a comprehensive summary for top conferences.
https://github.com/Jamie-Cui/awesome-secure-computation

List: awesome-secure-computation

awesome-list cryptography differential-privacy fss homomorphic-encryption lattice mpc oblivious-transfer ot-extension paper paper-summary papers pir privacy privacy-enhancing-technologies private-information-retrieval private-set-intersection psi secure-computation secure-protocols

Last synced: about 2 months ago
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Awesome list for cryptographic secure computation paper. This repo includes *Lattice*, *DifferentialPrivacy*, *MPC* and also a comprehensive summary for top conferences.

Host: GitHub
URL: https://github.com/Jamie-Cui/awesome-secure-computation
Owner: Jamie-Cui
License: unlicense
Created: 2019-03-12T08:03:19.000Z (over 5 years ago)
Default Branch: master
Last Pushed: 2024-03-06T10:51:20.000Z (4 months ago)
Last Synced: 2024-05-09T03:46:30.623Z (2 months ago)
Topics: awesome-list, cryptography, differential-privacy, fss, homomorphic-encryption, lattice, mpc, oblivious-transfer, ot-extension, paper, paper-summary, papers, pir, privacy, privacy-enhancing-technologies, private-information-retrieval, private-set-intersection, psi, secure-computation, secure-protocols
Homepage:
Size: 221 KB
Stars: 193
Watchers: 7
Forks: 14
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE

Lists

Library-of-Ethereum - Awesome Secure Computation - This repo is a paper summary for cryptography-based secure computation papers, including topics like Multiparty Computation, Homomorphic Encryption (or Lattice) and Differential Privacy (Cryptography / Cairo)
awesome-identity - The Awesome Secure Computation Repo y *Jamie-Cui*

README

        # awesome-secure-computation [![Awesome](https://awesome.re/badge.svg)](https://awesome.re)

This repo is a paper summary for cryptography-based secure computation papers (I prefer published papers 😛), including topics like [*Multiparty Computation*](https://en.wikipedia.org/wiki/Secure_multi-party_computation), [*Homomorphic Encryption (or Lattice)*](https://en.wikipedia.org/wiki/Homomorphic_encryption) and [*Differential Privacy*](https://en.wikipedia.org/wiki/Differential_privacy). If you are looking for hardware solutions like Trusted Platform Module (TPM), or Trusted Execution Environment (TEE), I'm sorry this repo is not what you're looking for :(.

Here's a good place to ask questions about cryptography/cryptanalysis, or answering one (if you are capable of doing so): [https://crypto.stackexchange.com/](https://crypto.stackexchange.com/), and finding papers [Cryptology ePrint Archive](https://eprint.iacr.org/).

**Useful Links**:

- [Security Conferences Ranking](http://faculty.cs.tamu.edu/guofei/sec_conf_stat.htm) (By Prof. Guofei Gu)

- [Security and Privacy Conference Deadlines](https://sec-deadlines.github.io/)

- [Crypto21: Mentoring Videos about how to do research in cryptography](https://mentor-crypto-2021.github.io/)

**Texbooks**:

- A Pragmatic Introduction to Secure Multi-Party Computation  

  *David Evans, Vladimir Kolesnikov, and Mike Rosulek*  

  [eprint avaliable](https://www.cs.virginia.edu/~evans/pragmaticmpc/pragmaticmpc.pdf) 

- Foundations of Cryptography  

  *Oded Goldreich*  

  [author's notes](https://www.wisdom.weizmann.ac.il/~oded/foc.html)

- Introduction to Modern Cryptography  

  *Jonathan Katz and Yehuda Lindell*  

  [author's notes](http://www.cs.umd.edu/~jkatz/imc.html)

**Open-source Tools (mostly in C++)**:

- [[secretflow/yacl]](https://github.com/secretflow/yacl): OT, OPRF (🤠 I participant in the develop of yacl, so don't hesitate to contact me if you have any questions or suggestions)

- [[emp-toolkit]](https://github.com/emp-toolkit): OT, ZKP, MPC

- [[libOTe]](https://github.com/osu-crypto/libOTe): OT, VOLE

- [[libPSI]](https://github.com/osu-crypto/libPSI): PSI

- [[MP-SPDZ]](https://github.com/mc2-project/MP-SPDZ): Generic MPC

## Contents

- [MPC](mpc.md)

  * [Summaries and Talks](mpc.md/#summaries-and-talks)

  * [OT](mpc.md/#ot)

  * [OLE/vOLE](mpc.md/#vole)

  * [OPRF and PSI](mpc.md/#oprf-and-psi)

  * [PIR](mpc.md/#pir)

  * [PFE](mpc.md/#pfe)

  * [FSS](mpc.md/#fss)

  * [Semi-honest MPC](mpc.md/#semi-honest-mpc)

  * [Malicious MPC](mpc.md/#malicious-mpc)

- [ZKP](zkp.md) Big shout out to xfaq!

- [Lattice (todo)]

  * [Summaries and Talks]

  * [HE]

## License

see [LICENSE](LICENSE).