Facilitating Privacy-preserving Recommendation-as-a-Service with Machine Learning.
Jun WangAfonso ArriagaQiang TangPeter Y. A. RyanPublished in: CCS (2018)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- multi party
- sensitive information
- service providers
- web services
- private data
- private information
- secure multiparty computation
- privacy sensitive
- privacy protection
- data perturbation
- record linkage
- data mining
- data privacy
- scalar product
- preserving privacy
- horizontally partitioned data
- support vector machine
- knowledge discovery
- privacy issues
- privacy concerns
- horizontally partitioned
- personal data
- sensitive data
- naive bayesian classification
- decision trees
- privacy guarantees
- social networks
- homomorphic encryption
- data analysis