The Opportunity in Difficulty: A Dynamic Privacy Budget Allocation Mechanism for Privacy-Preserving Multi-dimensional Data Collection.
Xue ChenCheng WangQing YangTeng HuChangjun JiangPublished in: ACM Trans. Manag. Inf. Syst. (2023)
Keyphrases
- privacy preserving
- multi dimensional
- data collection
- privacy preserving data mining
- privacy preservation
- privacy guarantees
- private information
- vertically partitioned data
- sensitive information
- privacy protection
- data privacy
- privacy requirements
- privacy issues
- private data
- personal data
- differential privacy
- multi party
- preserving privacy
- privacy concerns
- privacy sensitive
- secure multiparty computation
- data transformation
- data publishing
- horizontally partitioned data
- record linkage
- sensitive data
- data perturbation
- privacy preserving association rule mining
- user privacy
- differentially private
- location privacy
- privacy preserving data publishing
- homomorphic encryption
- privacy preserving classification
- naive bayesian classification
- data analysis
- data anonymization
- wireless sensor networks
- high dimensional