Towards Practical Privacy-Preserving Collaborative Machine Learning at a Scale.
Rania TalbiPublished in: DSN (Supplements) (2020)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- multi party
- sensitive information
- data privacy
- preserving privacy
- privacy concerns
- privacy preserving data mining algorithms
- differential privacy
- sensitive data
- data transformation
- privacy requirements
- privacy protection
- record linkage
- privacy sensitive
- privacy issues
- real world
- decision trees
- data perturbation
- scalar product
- naive bayesian classification
- data mining
- personal data
- data sources
- private data
- data publishing
- user privacy
- data analysis
- search engine
- horizontally partitioned data
- databases