Improving MapReduce privacy by implementing multi-dimensional sensitivity-based anonymization.
Mohammed Al-ZobbiSeyed A. ShahrestaniChun RuanPublished in: J. Big Data (2017)
Keyphrases
- multi dimensional
- privacy preserving
- privacy protection
- privacy preservation
- differential privacy
- data publishing
- data privacy
- information loss
- data anonymization
- preserving privacy
- privacy preserving data publishing
- anonymized data
- privacy preserving data mining
- disclosure control
- cloud computing
- private information
- multi dimensional data
- social network data
- personal data
- privacy requirements
- statistical databases
- personal information
- data sets
- sensitive information
- distributed computing
- high performance data mining
- cell suppression
- sensitivity analysis
- individual privacy
- location privacy
- multiple dimensions
- high sensitivity
- privacy issues
- security issues
- data sharing