Efficient Unconditionally Secure Comparison and Privacy Preserving Machine Learning Classification Protocols.
Bernardo Machado DavidRafael DowsleyRaj S. KattiAnderson C. A. NascimentoPublished in: ProvSec (2015)
Keyphrases
- privacy preserving
- secure multiparty computation
- machine learning
- horizontally partitioned data
- multi party
- vertically partitioned data
- privacy preserving classification
- homomorphic encryption
- scalar product
- secure multi party computation
- support vector machine classification
- privacy preservation
- privacy preserving data mining
- support vector machine
- sensitive data
- decision trees
- privacy concerns
- data privacy
- sensitive information
- private information
- horizontally partitioned
- data mining
- user privacy
- private data
- preserving privacy
- feature selection
- emerging patterns
- semi honest
- support vector
- naive bayesian classification
- privacy protection
- data perturbation
- privacy preserving association rule mining
- encryption scheme
- differential privacy
- data sharing
- private information retrieval
- privacy issues
- cloud computing
- privacy sensitive
- privacy requirements