当前，隐私计算领域正处于快速发展的阶段，涌现出了许多前沿的SOTA算法和备受关注的顶会论文。为了方便社区小伙伴学习最新算法、了解隐私计算行业最新进展和应用，隐语开源社区在GitHub创建了Paper推荐项目awesome-PETs（PETs即Privacy-Enhancing Technologies ，隐私增强技术），精选业内优秀论文，按技术类型进行整理分类，旨在为隐私计算领域的学习研究者提供一个高质量的学习交流社区。
awesome-pets包含：安全多方计算(MPC)、零知识证明(ZPK)、联邦学习(FL)、差分隐私(DP)、可信执行环境(TEE)、隐私求交(PSI)、机器学习系统的攻击和防御、多媒体隐私与安全等系列主题论文！欢迎收藏项目。https://github.com/secretflow/secretflow/blob/main/docs/awesome-pets/awesome-pets.md
本期带来安全多方计算 (MPC）系列论文推荐，更多系列主题Paper将持续更新！👇评论区留言可参与抽奖活动！
首期推荐活动评论区留言推荐“安全多方计算”主题论文，私信隐语小助手SecretFlow01，可参与社区抽奖活动。也可前往github提交PR～推荐论文被合并的贡献者，将在隐语官方repo中进行@，以肯定及感谢您在awesome-pets项目中的贡献成果。https://github.com/secretflow/secretflow/pulls
留言格式：论文标题+作者+原论文链接（链接为非必需项）
例：Quieter OT Extension from Small-Field Silent VOLE in the Minicrypt Model，Lawrence Roy，Crypto 2022, eprint, Roy22，https://eprint.iacr.org/2022/192
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安全多方计算 (MPC）系列论文推荐
Offline Techniques
Oblivious transfer
SoftSpokenOT: Quieter OT Extension from Small-Field Silent VOLE in the Minicrypt Model
Lawrence Roy
Crypto 2022, eprint, Roy22
https://eprint.iacr.org/2022/192
Silver: Silent VOLE and Oblivious Transfer from Hardness of Decoding Structured LDPC Codes
Geoffroy Couteau, Peter Rindal, Srinivasan Raghuraman
Crypto 2021, eprint, CRR21
https://eprint.iacr.org/2021/1150
The Rise of Paillier: Homomorphic Secret Sharing and Public-Key Silent OT
Claudio Orlandi, Peter Scholl, Sophia Yakoubov
EuroCrypt 2021, eprint, OSY21
https://eprint.iacr.org/2021/262
vector Oblivious Linear Evaluation
Two-Round Oblivious Linear Evaluation from Learning with Errors
Pedro Branco, Nico Do ̈ttling, Paulo Mateus
PKC 2022, eprint, BDM22
https://eprint.iacr.org/2020/635
Correlated Pseudorandomness from Expand-Accumulate Codes
Elette Boyle, Geoffroy Couteau, Niv Gilboa, Yuval Ishai, Lisa Kohl, Nicolas Resch, Peter Scholl
Crypto 2022, eprint, BCG+22
https://eprint.iacr.org/2022/1014
Silver: Silent VOLE and Oblivious Transfer from Hardness of Decoding Structured LDPC Codes
Geoffroy Couteau, Peter Rindal, Srinivasan Raghuraman
Crypto 2021, eprint, CRR21
https://eprint.iacr.org/2021/1150
Two-Round Oblivious Linear Evaluation from Learning with Errors
Pedro Branco, Nico Döttling, Paulo Mateus
PKC 2022, eprint, BDM20
https://eprint.iacr.org/2020/635
Pseudorandom-Correlation Generator
Correlated Pseudorandomness from Expand-Accumulate Codes
Elette Boyle, Geoffroy Couteau, Niv Gilboa, Yuval Ishai, Lisa Kohl, Nicolas Resch, Peter Scholl
Crypto 2022, eprint, BCG+22
https://eprint.iacr.org/2022/1014
Online Techniques
Semi-Honest Secret Sharing
Cheetah: Lean and Fast Secure Two-Party Deep Neural Network Inference
Zhicong Huang, Wen-jie Lu, Cheng Hong, and Jiansheng Ding, Alibaba Group
USENIX Security 2022, eprint, HLHD22
https://www.usenix.org/system/files/sec22-huang-zhicong.pdf
ABY2.0: Improved Mixed-Protocol Secure Two-Party Computation
Arpita Patra, Thomas Schneider, Ajith Suresh, Hossein Yalame
Usenix Security 2021, eprint, PSSY21
https://eprint.iacr.org/2020/1225
How to generate and exchange secrets?
Andrew Chi-Chih Yao
FOCS 1986, eprint, Yao86
https://s3-us-west-2.amazonaws.com/ieeeshutpages/xplore/xplore-shut-page.html
Malicious Secret Sharing
MP-SPDZ: A Versatile Framework for Multi-Party Computation
Marcel Keller
CCS 2020, eprint, Kel20
https://eprint.iacr.org/2020/521
ABY3: A Mixed Protocol Framework for Machine Learning
Payman Mohassel, Peter Rindal
CCS 2018, eprint, MR18
https://eprint.iacr.org/2018/403
MHz2k: MPC from HE over Z2k with New Packing, Simpler Reshare, and Better ZKP
Jung Hee Cheon, Dongwoo Kim, and Keewoo Lee
Crypto 2021, eprint, CKL21
https://eprint.iacr.org/2021/1383
High-Performance Multi-party Computation for Binary Circuits Based on Oblivious Transfer
Sai Sheshank Burra, Enrique Larraia, Jesper Buus Nielsen, Peter Sebastian Nordholt, Claudio Orlandi, Emmanuela Orsini, Peter Scholl, Nigel P. Smart
JCryptpo 2021, eprint, BLNN+21
