mc2-project

All

20 repositories

delphi
Public
A Cryptographic Inference Service for Neural Networks
Rust
•
Apache License 2.0
•29•126•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
security machine-learning federated-learning federated-xgboost
C++
•20•69•13•0•Updated Apr 17, 2023Apr 17, 2023
opaque-sql
Public
An encrypted data analytics platform
security machine-learning privacy analytics spark-sql spark enclave
Scala
•
Apache License 2.0
•74•180•13•9•Updated Mar 29, 2023Mar 29, 2023
mc2
Public
A Platform for Secure Analytics and Machine Learning
security cloud privacy analytics secure-analytics secure-learning machine-learning
C++
•
Apache License 2.0
•46•300•13•7•Updated Mar 29, 2023Mar 29, 2023
secure-xgboost
Public
Secure collaborative training and inference for XGBoost.
security data-science machine-learning privacy collaborative-learning xgboost enclave
C++
•
Apache License 2.0
•32•105•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
•2•0•0•0•Updated May 31, 2022May 31, 2022
muse
Public
Secure Inference Resilient Against Malicious Clients
Rust
•5•13•0•0•Updated May 3, 2022May 3, 2022
cerebro
Public
Cerebro: A platform for Secure Coopetitive Learning
Python
•
Other
•9•20•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
•84•0•0•1•Updated Jun 29, 2021Jun 29, 2021
emp-agmpc
Public
Global-Scale Secure Multiparty Computation
C++
•
Other
•24•0•0•0•Updated Jun 26, 2021Jun 26, 2021
mc2-serialization
Public
Serialization functionality used by the mc2 ecosystem
CMake
•
Apache License 2.0
•1•0•0•0•Updated Jun 2, 2021Jun 2, 2021
secure-aggregation
Public
Secure aggregation for federated learning using enclaves
C++
•4•4•2•2•Updated Jan 26, 2021Jan 26, 2021
MP-SPDZ
Public
C++
•
Other
•1•2•0•0•Updated Jan 24, 2021Jan 24, 2021
emp-tool
Public
C++
•
Other
•95•0•0•0•Updated Dec 28, 2020Dec 28, 2020
emp-ot
Public
Oblivious Transfer, Oblivious Transfer Extension and Variations
C++
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Other
•61•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
•184•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++
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Other
•521•0•0•0•Updated Jun 8, 2020Jun 8, 2020