Privacy-Preserving Machine Learning: Threats and Solutions.
Mohammad Al-RubaieJ. Morris ChangPublished in: IEEE Secur. Priv. (2019)
Keyphrases
- privacy preserving
- machine learning
- privacy issues
- privacy preservation
- privacy preserving data mining
- privacy guarantees
- vertically partitioned data
- multi party
- privacy concerns
- record linkage
- privacy preserving association rule mining
- horizontally partitioned data
- private information
- preserving privacy
- feature selection
- differential privacy
- secure multiparty computation
- partitioned data
- privacy sensitive
- differentially private
- private data
- sensitive data
- privacy protection
- database
- privacy preserving classification
- scalar product
- sensitive information
- naive bayesian classification
- decision trees
- data mining
- user privacy
- horizontally partitioned
- knowledge discovery