Privacy Preserving Proxy for Machine Learning as a Service.
Keshav KasichainulaHadi MansourifarWeidong ShiPublished in: IEEE BigData (2020)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- multi party
- record linkage
- horizontally partitioned data
- data privacy
- service providers
- sensitive information
- data mining
- privacy sensitive
- secure multiparty computation
- web services
- privacy issues
- private data
- privacy concerns
- sensitive data
- preserving privacy
- horizontally partitioned
- naive bayesian classification
- personal data
- decision trees
- differential privacy
- data perturbation
- private information
- feature selection
- data analysis
- privacy preserving classification
- scalar product
- smart card
- knowledge discovery