PrivaTree: Collaborative Privacy-Preserving Training of Decision Trees on Biomedical Data.
Yamane El-ZeinMathieu LemayKévin HugueninPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2024)
Keyphrases
- privacy preserving
- biomedical data
- decision trees
- data mining methods
- knowledge driven
- privacy preserving data mining
- training set
- privacy preservation
- vertically partitioned data
- multi party
- privacy sensitive
- data privacy
- data mining and knowledge discovery
- private information
- data sets
- differential privacy
- privacy concerns
- sensitive information
- training data
- machine learning
- scalar product
- secure multiparty computation
- data mining technology
- multi source
- information retrieval
- data mining
- real world