Alternatives and similar repositories for deep-mpc

Users that are interested in deep-mpc are comparing it to the libraries listed below

• snwagh / falcon-public
  Implementation of protocols in Falcon
  ☆93Updated 11 months ago
• shreya-28 / Secure-ML
  Secure Linear Regression in the Semi-Honest Two-Party Setting.
  ☆39Updated 5 years ago
• Ye-D / PPML-Resource
  Materials about Privacy-Preserving Machine Learning
  ☆250Updated 5 months ago
• encryptogroup / MOTION2NX
  A framework for generic hybrid two-party computation and private inference with neural networks
  ☆33Updated 2 years ago
• snwagh / securenn-public
  Implementation of protocols in SecureNN.
  ☆129Updated 2 years ago
• Ye-D / Meteor
  Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs
  ☆10Updated 2 years ago
• FudanMPL / pMPL
  pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.
  ☆18Updated 11 months ago
• anderspkd / SecureQ8
  Input scripts for securely evaluating quantized ImageNet models with mp-spdz
  ☆20Updated 4 years ago
• LaRiffle / ariann
  Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing
  ☆51Updated 4 years ago
• Stu-Yang / HITSZ-SecurityGroup-MPC
  MPC team of Security Group in HITSZ
  ☆20Updated 2 months ago
• Ye-D / PaperNotes-MPC
  Paper Notes in MPC with Applications to PPML
  ☆69Updated last year
• AntCPLab / OpenBumbleBee
  The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)
  ☆41Updated 5 months ago
• Fannxy / NFGen
  NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms
  ☆19Updated last year
• xingpz2008 / dealerless-FSS_public
  Implementation of Distributed function secret sharing and applications
  ☆14Updated 2 months ago
• chiraag / gazelle_mpc
  ☆67Updated 6 years ago
• peihanmiao / OPRF-PSI
  Private Set Intersection in the Internet Setting From Lightweight Oblivious PRF
  ☆86Updated 2 years ago
• asu-crypto / mPSI
  ☆30Updated 2 years ago
• FudanMPL / Awesome-MPL
  Repository for collection of research papers on multi-party learning.
  ☆32Updated last year
• ladnir / aby3
  A Three Party MPC framework for Machine learning and Databases
  ☆211Updated 4 months ago
• FudanMPL / Garnet
  FudanMPL 2.0, a series of multi-party learning frameworks, with rich features, including secure and fast XGBoost, secure Fine-tuning for …
  ☆52Updated this week
• Alibaba-Gemini-Lab / OpenPEGASUS
  ☆105Updated 3 years ago
• jeffreysijuntan / CryptGPU
  Fast Privacy-Preserving Machine Learning on the GPU
  ☆85Updated 4 years ago
• osu-crypto / BaRK-OPRF
  Efficient Batched Oblivious PRF with Applications to Private Set Intersection (CCS 2016)
  ☆83Updated 2 years ago
• XidianNSS / NssMPClib
  A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.
  ☆31Updated last week
• AntCPLab / malicious_3pc_binary
  The repo of "Efficient 3PC for Binary Circuits with Application to Maliciously-Secure DNN Inference" (USENIX Security 2023)
  ☆21Updated 2 years ago
• bit-ml / Private-Set-Intersection
  ☆57Updated 3 years ago
• lightbulb128 / Pencil
  ☆16Updated 8 months ago
• NemoYuan2008 / MD-ML
  Code repository for the paper at USENIX Security'24
  ☆29Updated 11 months ago
• encryptogroup / MOTION-FD
  Function-Dependent Preprocessing in MOTION
  ☆14Updated last year
• ibarrond / funshade
  Function Secret Sharing for Secure Thresholded Distance Metric Evaluation. The code accompanying the paper.
  ☆13Updated 7 months ago