mc2-project/secure-xgboost

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Secure collaborative training and inference for XGBoost.

Stars: 108
Forks: 31
Open beginner issues: 0
Indexed issues: 24

Dominant language: C++
License: Apache-2.0
Last GitHub push: Oct 25, 2022
Latest indexed: Sep 19, 2026
Contributing guide: No contributing guide
Code of conduct: Code of conduct
Beginner labels: good first issue help wanted
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

Open All

24 open issues indexed

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
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
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
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
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
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
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
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
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
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
Documentation improvements Open

documentation

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

mc2-project/secure-xgboost#117 · Opened Oct 8, 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
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

mc2-project/secure-xgboost

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