mc2-project

Repositories

• mc2

  A Platform for Secure Analytics and Machine Learning

  security machine-learning cloud privacy analytics secure-analytics secure-learning
  C++ Apache-2.0 17 140 6 (6 issues need help) 1 Updated Jun 14, 2021

• mc2-project.github.io

  Landing page for MC2 docs
  Python 0 0 0 0 Updated Jun 14, 2021

• opaque-sql

  An encrypted data analytics platform

  security machine-learning privacy spark analytics enclave spark-sql
  Scala Apache-2.0 61 137 12 (4 issues need help) 9 Updated Jun 11, 2021

• secure-xgboost

  Secure collaborative training and inference for XGBoost.

  security data-science machine-learning privacy xgboost enclave collaborative-learning
  C++ Apache-2.0 21 65 17 (2 issues need help) 2 Updated Jun 9, 2021

• mc2-utils

  Utilities used by the mc2 ecosystem
  C++ Apache-2.0 0 0 0 0 Updated Jun 7, 2021

• mc2-serialization

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

• cerebro

  Cerebro: A platform for Secure Coopetitive Learning
  Python 2 9 1 0 Updated Apr 30, 2021

• delphi

  A Cryptographic Inference Service for Neural Networks
  Rust 14 59 4 0 Updated Feb 17, 2021

• cerebro-docs

  Documentation for Cerebro
  HTML 1 0 0 0 Updated Jan 26, 2021

• secure-aggregation

  Secure aggregation for federated learning using enclaves
  C++ 3 0 1 2 Updated Jan 26, 2021

• MP-SPDZ
  C++ 0 1 0 0 Updated Jan 24, 2021

• emp-tool

  Forked from emp-toolkit/emp-tool
  C++ 50 0 0 0 Updated Dec 28, 2020

• emp-ot

  Forked from emp-toolkit/emp-ot

  Oblivious Transfer, Oblivious Transfer Extension and Variations
  C++ 32 0 0 0 Updated Dec 28, 2020

• risecamp

  RISECamp Tutorials
  Jupyter Notebook 4 1 0 0 Updated Nov 4, 2020

• federated-xgboost

  Federated gradient boosted decision tree learning

  security machine-learning federated-learning federated-xgboost
  C++ 9 25 6 0 Updated Aug 5, 2020

• rabit

  Forked from dmlc/rabit

  Reliable Allreduce and Broadcast Interface for distributed machine learning
  C++ BSD-3-Clause 178 0 0 0 Updated Jun 15, 2020

• dmlc-core

  Forked from dmlc/dmlc-core

  A common bricks library for building scalable and portable distributed machine learning.
  C++ 498 0 0 0 Updated Jun 8, 2020

• SCALE-MAMBA

  Forked from KULeuven-COSIC/SCALE-MAMBA

  Repository for the SCALE-MAMBA MPC system
  C++ 67 0 0 0 Updated Feb 4, 2020

• emp-agmpc

  Forked from emp-toolkit/emp-agmpc

  Global-Scale Secure Multiparty Computation
  C++ 16 0 0 0 Updated Jan 24, 2020