Decentralised, Collaborative, and Privacy-preserving Machine Learning for Multi-Hospital Data.
Congyu FangAdam DziedzicLin ZhangLaura OlivaAmol A. VermaFahad RazakNicolas PapernotBo WangPublished in: CoRR (2024)
Keyphrases
- privacy preserving
- data privacy
- machine learning
- privacy sensitive
- private data
- data sources
- knowledge discovery
- privacy requirements
- data sets
- database
- vertically partitioned data
- data collection
- data transformation
- sensitive information
- horizontally partitioned data
- privacy preservation
- privacy concerns
- data quality
- data points
- privacy preserving data mining
- private information
- data analysis
- decision trees
- distributed data
- privacy issues
- original data
- differentially private
- data mining techniques
- data perturbation
- horizontally partitioned