Secure multi-party computations for privacy-preserving machine learning.
Sergey ZapechnikovPublished in: BICA*AI (2022)
Keyphrases
- privacy preserving
- machine learning
- multi party
- secure multi party
- semi honest
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- private information
- privacy protection
- data privacy
- private data
- preserving privacy
- horizontally partitioned data
- data mining
- differential privacy
- sensitive information
- partitioned data
- horizontally partitioned
- knowledge discovery
- privacy preserving association rule mining
- privacy concerns
- data perturbation
- support vector machine
- naive bayesian classification
- decision trees
- sensitive data
- privacy issues
- smart card
- scalar product
- secure multiparty computation
- privacy sensitive