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mc2-project

7 indexed repositories · View on GitHub

mc2
A Platform for Secure Analytics and Machine Learning

C++ · 304 stars
opaque-sql
An encrypted data analytics platform

Scala · 190 stars
delphi
A Cryptographic Inference Service for Neural Networks

Rust · 132 stars
secure-xgboost
Secure collaborative training and inference for XGBoost.

C++ · 108 stars
federated-xgboost
Federated gradient boosted decision tree learning

C++ · 68 stars
cerebro
Cerebro: A platform for Secure Coopetitive Learning

Python · 24 stars
secure-aggregation
Secure aggregation for federated learning using enclaves

C++ · 6 stars

Beginner friendly Everything

Open All

Documentation improvements Open

documentation

Difficulty 4/5 3-5 days Newbie friendliness 25/100

mc2-project/secure-xgboost#117 · Opened Oct 8, 2020
Is privacy-preserving computation included in current version of Federated XGBoost? Open

Difficulty 4/5 3-5 days Newbie friendliness 28/100

mc2-project/federated-xgboost#13 · 5 comments · Opened Aug 7, 2020
Support for secure join of data and train/test targets Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 20/100

mc2-project/secure-xgboost#108 · 3 comments · Opened Aug 5, 2020
Robust gRPC authentication Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mc2-project/federated-xgboost#6 · Opened Jun 6, 2020
Config file Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

mc2-project/federated-xgboost#5 · Opened Jun 6, 2020
Remove data at aggregator Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

mc2-project/federated-xgboost#4 · Opened Jun 6, 2020
Encryption support for currently disabled APIs Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

mc2-project/secure-xgboost#58 · Opened Apr 28, 2020
Test Travis build with the LVI mitigated versions of the OE libraries Open

testing

Difficulty 4/5 3-5 days Newbie friendliness 35/100

mc2-project/secure-xgboost#48 · Opened Apr 14, 2020
Consider new name for DMatrix / Booster alias Open

enhancement

Difficulty 3/5 1-2 days Newbie friendliness 35/100

mc2-project/secure-xgboost#46 · Opened Apr 13, 2020
Add formatting checks Open

testing

Difficulty 4/5 3-5 days Newbie friendliness 25/100

mc2-project/secure-xgboost#42 · Opened Apr 6, 2020
Update python-package README Open

documentation

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

mc2-project/secure-xgboost#40 · Opened Apr 5, 2020
OpenMP / Multithreading support Open

performance

Difficulty 5/5 Over a week Newbie friendliness 25/100

mc2-project/secure-xgboost#22 · Opened Mar 17, 2020
Does CereBro support cluster computation at present？ Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

mc2-project/cerebro#1 · Opened Feb 21, 2020
Tests only run in simulation mode Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

mc2-project/opaque-sql#89 · Opened Oct 10, 2019
Save and load datasets using encrypted Parquet Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

mc2-project/opaque-sql#63 · Opened Nov 13, 2018
Port network obliviousness to Flatbuffers row representation Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

mc2-project/opaque-sql#62 · Opened Nov 13, 2018
Integrity verification Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

mc2-project/opaque-sql#61 · Opened Nov 13, 2018
Support joining encrypted data with unencrypted data Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

mc2-project/opaque-sql#47 · Opened Oct 12, 2018
Null checking for Min/Max Open

Difficulty 3/5 1-2 days Newbie friendliness 38/100

mc2-project/opaque-sql#25 · Opened Mar 8, 2018

mc2-project

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