Secure Collaborative Training and Inference for XGBoost.
Andrew LawChester LeungRishabh PoddarRaluca Ada PopaChenyu ShiOctavian SimaChaofan YuXingmeng ZhangWenting ZhengPublished in: PPMLP@CCS (2020)
Keyphrases
- structured prediction
- training set
- training algorithm
- collaborative learning
- security issues
- training examples
- training process
- probabilistic inference
- efficient learning
- training phase
- conditional random fields
- virtual training
- authentication scheme
- neural network
- test set
- training samples
- probability distribution
- bayesian networks
- learning algorithm
- machine learning