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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

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Issue running mc2 client Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

mc2-project/mc2#207 · Opened Nov 22, 2024
Error faild to run proc-macro2 Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

mc2-project/delphi#52 · Opened Oct 10, 2024
Cant use cargo +nightly build --release Open

Difficulty 3/5 1-2 days Newbie friendliness 20/100

mc2-project/delphi#50 · 6 comments · Opened Jul 10, 2024
fatal error: mbedtls/config.h: no such file or dectory. Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

mc2-project/secure-aggregation#20 · Opened Mar 18, 2024
demo/data error: No such file or directory Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

mc2-project/secure-xgboost#171 · Opened Jan 11, 2024
How solve the coredump when call encrypt_file function? Open

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

mc2-project/secure-xgboost#170 · Opened Jan 11, 2024
Azure CLI Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

mc2-project/mc2#206 · Opened Jul 21, 2023
error when running NAS:minionn_cifar10.py Open

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

mc2-project/delphi#48 · 1 comment · Opened Jun 28, 2023
unable to run 'sudo apt-get install cmake libmbedtls-dev' Open

Difficulty 3/5 1-2 days Newbie friendliness 30/100

mc2-project/federated-xgboost#33 · Opened May 18, 2023
Can this work be federated？ Open

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

mc2-project/secure-xgboost#169 · 1 comment · Opened Apr 13, 2023
Getting stuck after confirm joining federated training session Open

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

mc2-project/federated-xgboost#31 · Opened Oct 29, 2022
Make j4 failed when install secure-xgboost Open

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

mc2-project/secure-xgboost#167 · 1 comment · Opened Jul 18, 2022
Enceyption algorithm Open

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

mc2-project/secure-xgboost#166 · Opened Jul 15, 2022
Run Opaque-SQL on other SGX-capable clouds Open

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

mc2-project/opaque-sql#264 · Opened Jun 28, 2022
cannot import name 'fxgb_pb2' from 'federatedxgboost.rpc' Open

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

mc2-project/federated-xgboost#29 · 5 comments · Opened May 13, 2022
Is federated-xgboost secure during quantile sketching? Open

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

mc2-project/federated-xgboost#27 · Opened Apr 25, 2022
mc2 run failed Open

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

mc2-project/mc2#195 · 4 comments · Opened Dec 14, 2021
Support for AWS Nitro Enclaves Open

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

mc2-project/mc2#194 · 1 comment · Opened Dec 2, 2021
Partition of candidate splitting nodes Open

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

mc2-project/federated-xgboost#25 · 2 reactions · Opened Nov 23, 2021
make -j4 fails while Build Secure XGBoost Open

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

mc2-project/secure-xgboost#162 · 1 comment · Opened Nov 9, 2021
One machine simulation Open

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

mc2-project/federated-xgboost#23 · 2 comments · Opened Oct 29, 2021
appearing an error about grpc through installation via pulling an image Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

mc2-project/mc2#193 · 9 comments · Opened Oct 23, 2021
Group By does not support complex expression Open

enhancement good first issue

mc2-project/opaque-sql#262 · 2 comments · 1 assignee · Opened Oct 7, 2021
Make mc2 configure optional Open

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

mc2-project/mc2#185 · Opened Aug 16, 2021
Questions about server Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

mc2-project/federated-xgboost#21 · 1 comment · Opened Aug 10, 2021
Remove print statements before releasing on PyPi Open

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

mc2-project/mc2#179 · 2 comments · Opened Aug 2, 2021
Add robust exceptions to Python client Open

Difficulty 4/5 3-5 days Newbie friendliness 30/100

mc2-project/mc2#175 · Opened Jul 29, 2021
Generate public key in `generate_keypair()` Open

good first issue help wanted

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

mc2-project/mc2#147 · 3 comments · Opened Jun 14, 2021
Some questions about the use of enclave Open

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

mc2-project/secure-xgboost#161 · 13 comments · Opened Jun 13, 2021
Make Opaque SQL listener port configurable Open

help wanted

Difficulty 2/5 1-3 hours Newbie friendliness 55/100

mc2-project/mc2#145 · Opened Jun 11, 2021
Remove duplicate username across global config and Azure YAML Open

help wanted

Difficulty 3/5 1-2 days Newbie friendliness 48/100

mc2-project/mc2#143 · Opened Jun 11, 2021
Add support for uploading entire directories to Azure blob storage Open

help wanted

Difficulty 4/5 3-5 days Newbie friendliness 38/100

mc2-project/mc2#142 · Opened Jun 11, 2021
Add `delete_file` functionality to Azure resource management Open

good first issue help wanted

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

mc2-project/mc2#138 · Opened Jun 10, 2021
Migrate CI from Travis to GitHub Actions Open

help wanted

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

mc2-project/secure-xgboost#158 · Opened May 27, 2021
Add Dockerfile to enable local usage Open

good first issue help wanted

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

mc2-project/secure-xgboost#155 · 1 comment · Opened May 19, 2021
Enable `load_model()` from result of `save_raw()` Open

good first issue

Difficulty 4/5 3-5 days Newbie friendliness 45/100

mc2-project/secure-xgboost#154 · Opened May 6, 2021
More descriptive MbedTLS error messages Open

good first issue

Difficulty 2/5 1-3 hours Newbie friendliness 48/100

mc2-project/secure-xgboost#153 · Opened May 6, 2021
the stage EncryptedAddDummyRowExec is meaningless Open

help wanted

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

mc2-project/opaque-sql#220 · 3 comments · Opened Apr 29, 2021
Error deserializing float to string Open

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

mc2-project/opaque-sql#211 · 4 comments · Opened Apr 17, 2021
Landing page usage example is broken Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

mc2-project/secure-xgboost#139 · Opened Apr 7, 2021
Error when running test suites with coverage reports Open

help wanted

Difficulty 4/5 3-5 days Newbie friendliness 30/100

mc2-project/opaque-sql#201 · Opened Apr 6, 2021
Stuck after "Starting federated training session" during demo run Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

mc2-project/federated-xgboost#19 · 1 comment · Opened Mar 12, 2021
for demo/python/distributed Open

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

mc2-project/secure-xgboost#135 · 1 comment · Opened Mar 10, 2021
Upgrade to OE 0.14.0 has issues Open

help wanted

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

mc2-project/opaque-sql#154 · Opened Feb 10, 2021
“Make” problem Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

mc2-project/federated-xgboost#18 · 2 comments · Opened Jan 7, 2021
XGBRegressor prediction example Open

enhancement

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

mc2-project/secure-xgboost#131 · 3 comments · Opened Dec 2, 2020
Environment variable issue Open

help wanted

Difficulty 3/5 1-2 days Newbie friendliness 25/100

mc2-project/opaque-sql#128 · Opened Dec 2, 2020
Compile flatbuffers with project Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

mc2-project/secure-aggregation#6 · Opened Nov 7, 2020
How the XgBoost models are aggregated? Open

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

mc2-project/secure-xgboost#127 · 1 comment · Opened Nov 3, 2020
Documentation improvements Open

documentation

Difficulty 4/5 3-5 days Newbie friendliness 30/100

mc2-project/secure-xgboost#118 · Opened Oct 8, 2020

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