Privacy Preserving Machine Learning: Threats and Solutions.
Mohammad Al-RubaieJ. Morris ChangPublished in: CoRR (2018)
Keyphrases
- privacy preserving
- machine learning
- privacy issues
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- multi party
- private information
- privacy guarantees
- private data
- provide efficient solutions
- horizontally partitioned data
- differential privacy
- sensitive information
- record linkage
- privacy preserving association rule mining
- privacy concerns
- preserving privacy
- data privacy
- privacy protection
- naive bayesian classification
- privacy requirements
- feature selection
- horizontally partitioned
- scalar product
- differentially private
- knowledge discovery
- data perturbation
- secure multiparty computation
- support vector machine
- personal data
- data analysis
- sensitive data