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    20 repositories

    • delphi

      Public
      A Cryptographic Inference Service for Neural Networks
      Rust
      •
      Apache License 2.0
      •33•132•3•1•Updated Jul 22, 2024Jul 22, 2024

    • mc2-project.github.io

      Public
      Landing page for MC2 docs
      Python
      •0•1•0•0•Updated May 4, 2023May 4, 2023

    • federated-xgboost

      Public
      Federated gradient boosted decision tree learning
      securitymachine-learningfederated-learning
      securitymachine-learningfederated-learningfederated-xgboost
      C++
      •18•68•13•0•Updated Apr 17, 2023Apr 17, 2023

    • opaque-sql

      Public
      An encrypted data analytics platform
      securitymachine-learningprivacy
      securitymachine-learningprivacysparkanalyticsenclavespark-sql
      Scala
      •
      Apache License 2.0
      •71•188•13•9•Updated Mar 29, 2023Mar 29, 2023

    • mc2

      Public
      A Platform for Secure Analytics and Machine Learning
      securitymachine-learningcloud
      securitymachine-learningcloudprivacyanalyticssecure-analyticssecure-learning
      C++
      •
      Apache License 2.0
      •45•305•13•7•Updated Mar 29, 2023Mar 29, 2023

    • secure-xgboost

      Public
      Secure collaborative training and inference for XGBoost.
      securitydata-sciencemachine-learning
      securitydata-sciencemachine-learningprivacyxgboostenclavecollaborative-learning
      C++
      •
      Apache License 2.0
      •30•107•24•4•Updated Oct 25, 2022Oct 25, 2022

    • risecamp

      Public
      RISECamp Tutorials
      Jupyter Notebook
      •5•3•0•0•Updated Oct 18, 2022Oct 18, 2022

    • mc2-utils

      Public
      Utilities used by the mc2 ecosystem
      C++
      •
      Apache License 2.0
      •1•0•0•0•Updated May 31, 2022May 31, 2022

    • muse

      Public
      Secure Inference Resilient Against Malicious Clients
      Rust
      •5•14•0•0•Updated May 3, 2022May 3, 2022

    • cerebro

      Public
      Cerebro: A platform for Secure Coopetitive Learning
      Python
      •
      Other
      •9•24•1•1•Updated Sep 9, 2021Sep 9, 2021

    • cerebro-docs

      Public
      Documentation for Cerebro
      HTML
      •2•0•0•1•Updated Aug 18, 2021Aug 18, 2021

    • SCALE-MAMBA

      Public
      Repository for the SCALE-MAMBA MPC system
      C++
      •
      Other
      •86•0•0•1•Updated Jun 29, 2021Jun 29, 2021

    • emp-agmpc

      Public
      Global-Scale Secure Multiparty Computation
      C++
      •
      Other
      •25•0•0•0•Updated Jun 26, 2021Jun 26, 2021

    • mc2-serialization

      Public
      Serialization functionality used by the mc2 ecosystem
      CMake
      •
      Apache License 2.0
      •0•0•0•0•Updated Jun 2, 2021Jun 2, 2021

    • secure-aggregation

      Public
      Secure aggregation for federated learning using enclaves
      C++
      •4•6•2•2•Updated Jan 26, 2021Jan 26, 2021

    • MP-SPDZ

      Public
      C++
      •
      Other
      •1•3•0•0•Updated Jan 24, 2021Jan 24, 2021

    • emp-tool

      Public
      C++
      •
      Other
      •108•0•0•0•Updated Dec 28, 2020Dec 28, 2020

    • emp-ot

      Public
      Oblivious Transfer, Oblivious Transfer Extension and Variations
      C++
      •
      Other
      •67•0•0•0•Updated Dec 28, 2020Dec 28, 2020

    • rabit

      Public
      Reliable Allreduce and Broadcast Interface for distributed machine learning
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •179•0•0•0•Updated Jun 15, 2020Jun 15, 2020

    • dmlc-core

      Public
      A common bricks library for building scalable and portable distributed machine learning.
      C++
      •
      Other
      •525•0•0•0•Updated Jun 8, 2020Jun 8, 2020
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