An ensemble of random decision trees with local differential privacy in edge computing.
Xiaotong WuLianyong QiJiaquan GaoGenlin JiXiaolong XuPublished in: Neurocomputing (2022)
Keyphrases
- differential privacy
- decision trees
- differentially private
- ensemble methods
- privacy preserving
- private data
- training data
- base classifiers
- tabular data
- privacy guarantees
- privacy preserving data mining algorithms
- data sharing
- privacy preservation
- machine learning
- database
- data privacy
- data streams
- website
- anonymized data
- data sets