Optimal Privacy-Preserving Data Collection: A Prospect Theory Perspective.
Guocheng LiaoXu ChenJianwei HuangPublished in: GLOBECOM (2017)
Keyphrases
- privacy preserving
- data collection
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- privacy protection
- multi party
- horizontally partitioned data
- data privacy
- privacy concerns
- sensitive information
- record linkage
- secure multiparty computation
- private information
- dynamic programming
- prospect theory
- privacy sensitive
- private data
- preserving privacy
- user privacy
- horizontally partitioned
- partitioned data
- differential privacy
- optimal solution
- wireless sensor networks
- privacy guarantees
- privacy requirements
- data publishing
- data perturbation
- artificial intelligence
- scalar product
- bayesian networks
- sensitive data
- privacy preserving association rule mining
- machine learning