Scalable privacy-preserving big data aggregation mechanism.
Dapeng WuBoran YangRuyan WangPublished in: Digit. Commun. Networks (2016)
Keyphrases
- privacy preserving
- big data
- data intensive computing
- privacy preserving data mining
- cloud computing
- privacy preservation
- data analysis
- privacy guarantees
- big data analytics
- data processing
- data management
- vertically partitioned data
- business intelligence
- commodity hardware
- private information
- multi party
- horizontally partitioned data
- sensitive information
- data warehousing
- privacy protection
- privacy concerns
- partitioned data
- secure multiparty computation
- data privacy
- social media
- preserving privacy
- knowledge discovery
- machine learning
- privacy preserving association rule mining
- privacy sensitive
- data perturbation
- private data
- privacy issues
- differential privacy
- sensitive data
- data collection
- high dimensional
- access control
- information retrieval
- data mining