OptimShare: A Unified Framework for Privacy Preserving Data Sharing - Towards the Practical Utility of Data with Privacy.
M. A. P. ChamikaraSeung Ick JangIan OppermannDongxi LiuMusotto RobertoSushmita RujArindam PalMeisam MohammadySeyit CamtepeSylvia YoungChris DorrianNasir DavidPublished in: CoRR (2023)
Keyphrases
- data privacy
- privacy preserving
- private data
- data sharing
- sensitive data
- sensitive information
- privacy preservation
- privacy requirements
- privacy concerns
- distributed data
- privacy preserving data mining
- private information
- preserving privacy
- privacy protection
- personal data
- differential privacy
- data providers
- privacy sensitive
- privacy issues
- vertically partitioned data
- data access
- data security
- data publishing
- homomorphic encryption
- horizontally partitioned data
- privacy guarantees
- differentially private
- data sets
- cloud computing
- data collection
- original data
- data mining
- user privacy
- data quality
- data analysis
- personal information
- peer to peer
- data management
- data integration
- data mining algorithms
- database management systems
- data model
- high dimensional
- database systems
- privacy preserving classification
- databases