Privacy preserving distributed learning classifiers - Sequential learning with small sets of data.
Fadila ZerkaVisara UroviFabio BottariRalph T. H. LeijenaarSean WalshHanif Gabrani-JumaMartin GueuningAkshayaa VaidyanathanWim VosMariaelena OcchipintiHenry C. WoodruffMichel DumontierPhilippe LambinPublished in: Comput. Biol. Medicine (2021)
Keyphrases
- privacy preserving
- distributed learning
- vertically partitioned data
- training data
- data privacy
- privacy concerns
- privacy sensitive
- raw data
- sensitive information
- private data
- decision trees
- personal data
- sensitive data
- multi party
- data distribution
- learning systems
- learning process
- data collection
- privacy preservation
- horizontally partitioned data
- data sets
- scalar product
- privacy issues
- data sources
- data mining applications
- high dimensional data
- record linkage
- sparse data
- data mining methods
- privacy requirements
- high dimensional
- data quality