Alternatives and similar repositories for Secure-ML:

Users that are interested in Secure-ML are comparing it to the libraries listed below

• csiro-mlai / deep-mpc
  ☆36Updated 2 months ago
• Stu-Yang / HITSZ-SecurityGroup-MPC
  MPC team of Security Group in HITSZ
  ☆20Updated 4 months ago
• encryptogroup / MOTION2NX
  A framework for generic hybrid two-party computation and private inference with neural networks
  ☆30Updated last year
• FudanMPL / pMPL
  pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.
  ☆17Updated 5 months ago
• encryptogroup / PDTE
  Private Decision Tree Evaluation protocols
  ☆11Updated 4 years ago
• anderspkd / SecureQ8
  Input scripts for securely evaluating quantized ImageNet models with mp-spdz
  ☆20Updated 4 years ago
• jeffreysijuntan / CryptGPU
  Fast Privacy-Preserving Machine Learning on the GPU
  ☆79Updated 3 years ago
• Ye-D / PaperNotes-MPC
  Paper Notes in MPC with Applications to PPML
  ☆64Updated 9 months ago
• snwagh / securenn-public
  Implementation of protocols in SecureNN.
  ☆128Updated 2 years ago
• AntCPLab / OpenBumbleBee
  ☆22Updated 3 months ago
• FudanMPL / Awesome-MPL
  Repository for collection of research papers on multi-party learning.
  ☆32Updated last year
• snwagh / falcon-public
  Implementation of protocols in Falcon
  ☆93Updated 5 months ago
• asu-crypto / mPSI
  ☆28Updated 2 years ago
• ibarrond / funshade
  Function Secret Sharing for Secure Thresholded Distance Metric Evaluation. The code accompanying the paper.
  ☆13Updated last month
• Ye-D / Meteor
  Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs
  ☆10Updated last year
• FudanMPL / Garnet
  FudanMPL 2.0, a series of multi-party learning frameworks, with rich features, including secure and fast XGBoost, secure Fine-tuning for …
  ☆47Updated this week
• chiraag / gazelle_mpc
  ☆66Updated 6 years ago
• Alibaba-Gemini-Lab / OpenPEGASUS
  ☆103Updated 3 years ago
• osu-crypto / BaRK-OPRF
  Efficient Batched Oblivious PRF with Applications to Private Set Intersection (CCS 2016)
  ☆80Updated 2 years ago
• XidianNSS / NssMPClib
  A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.
  ☆23Updated this week
• intel / pailliercryptolib_python
  Intel Paillier Cryptosystem Library is an open-source library which provides accelerated performance of a partial homomorphic encryption …
  ☆56Updated 6 months ago
• FudanMPL / SecMML
  SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.
  ☆114Updated last year
• Ye-D / PPML-Resource
  Materials about Privacy-Preserving Machine Learning
  ☆234Updated 6 months ago
• bit-ml / Private-Set-Intersection
  ☆54Updated 2 years ago
• LaRiffle / ariann
  Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing
  ☆52Updated 3 years ago
• martstr / mp-spdz-tutorial
  Our first MPC program (aka: MP-SPDZ by a dummy)
  ☆12Updated last year
• TRUST-TUDa / SAFELearn
  Secure Aggregation for FL
  ☆34Updated last year
• Fannxy / NFGen
  NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms
  ☆19Updated 11 months ago
• peihanmiao / OPRF-PSI
  Private Set Intersection in the Internet Setting From Lightweight Oblivious PRF
  ☆86Updated 2 years ago
• uishi / LHSS
  LHSS is an implementation of lattice-based homomorphic secret sharing.
  ☆11Updated 4 years ago