Privacy-preserving deep learning algorithm for big personal data analysis.
Rasim M. AlguliyevRamiz M. AliguliyevFargana J. AbdullayevaPublished in: J. Ind. Inf. Integr. (2019)
Keyphrases
- privacy preserving
- data analysis
- learning algorithm
- privacy issues
- privacy preserving data mining
- vertically partitioned data
- machine learning
- privacy preservation
- personal information
- multi party
- private information
- privacy protection
- secure multiparty computation
- data collection
- scalar product
- privacy preserving classification
- partitioned data
- sensitive information
- data mining
- privacy concerns
- privacy requirements
- sensitive data
- business intelligence
- privacy preserving association rule mining
- preserving privacy
- record linkage
- privacy guarantees
- data publishing
- private data
- data privacy
- learning rate
- data mining applications
- data warehouse
- differential privacy
- data perturbation
- data mining algorithms
- high dimensional data
- horizontally partitioned
- privacy sensitive
- knowledge discovery
- horizontally partitioned data