XGBoost support for SSL encryption

h2oai / h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

Apache License 2.0

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Hi team,

we recently tried enabling SSL for our spark application which uses sparkling water for model training. When running XGBoost we ran into the following exception, indicating SSL encryption is not supported for XGBoost. [https://github.com/h2oai/h2o-3/blob/b3099df431ad1d3a4bc02de949dfeba652d7666c/h2o-extensions/xgboost/src/main/java/hex/tree/xgboost/XGBoost.java#L111|https://github.com/h2oai/h2o-3/blob/b3099df431ad1d3a4bc02de949dfeba652d7666c/h2o-extensions/xgboost/src/main/java/hex/tree/xgboost/XGBoost.java#L111|smart-link]

Over the wire encryption is a strict requirement for us unfortunately. I wanted to check if there’s a workaround for SSL support for XGBoost or if support is planned for future. Thanks a lot.

h2oai / h2o-3

XGBoost support for SSL encryption #6612