Chiron: Privacy-preserving Machine Learning as a Service.
Tyler HuntCongzheng SongReza ShokriVitaly ShmatikovEmmett WitchelPublished in: CoRR (2018)
Keyphrases
- privacy preserving
- machine learning
- privacy preservation
- privacy preserving data mining
- vertically partitioned data
- sensitive information
- partitioned data
- data privacy
- preserving privacy
- private information
- record linkage
- web services
- scalar product
- private data
- horizontally partitioned data
- multi party
- feature selection
- service providers
- sensitive data
- privacy sensitive
- horizontally partitioned
- privacy concerns
- data publishing
- data perturbation
- privacy protection
- support vector machine
- decision trees
- user privacy
- privacy guarantees
- privacy issues
- differential privacy
- personal data
- knowledge discovery
- data analysis
- naive bayesian classification
- personal information
- privacy preserving association rule mining