Privacy-preserving Machine Learning as a Service.
Ehsan HesamifardHassan TakabiMehdi GhasemiRebecca N. WrightPublished in: Proc. Priv. Enhancing Technol. (2018)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- privacy concerns
- multi party
- secure multiparty computation
- privacy sensitive
- private information
- data privacy
- sensitive data
- web services
- horizontally partitioned data
- privacy protection
- decision trees
- private data
- privacy guarantees
- record linkage
- sensitive information
- privacy issues
- service providers
- privacy preserving classification
- data analysis
- differential privacy
- user privacy
- preserving privacy
- partitioned data
- personal data
- privacy requirements
- support vector machine
- naive bayesian classification