A Privacy Leakage Upper Bound Constraint-Based Approach for Cost-Effective Privacy Preserving of Intermediate Data Sets in Cloud.
Xuyun ZhangChang LiuSurya NepalSuraj PandeyJinjun ChenPublished in: IEEE Trans. Parallel Distributed Syst. (2013)
Keyphrases
- cost effective
- privacy preserving
- upper bound
- data sets
- privacy preserving data mining
- data center
- private cloud
- privacy preservation
- lower bound
- privacy requirements
- vertically partitioned data
- differential privacy
- low cost
- privacy concerns
- private information
- sensitive information
- data privacy
- cost effectiveness
- privacy issues
- privacy protection
- personal data
- preserving privacy
- privacy sensitive
- multi party
- private data
- cloud computing
- secure multiparty computation
- sensitive data
- data anonymization
- data perturbation
- scalar product
- horizontally partitioned data
- privacy guarantees
- differentially private
- location privacy
- partitioned data
- naive bayesian classification
- data management
- privacy preserving data publishing
- user privacy
- data sources
- data publishing
- data collection
- privacy preserving association rule mining
- record linkage