Performance Degradation and Cost Impact Evaluation of Privacy Preserving Mechanisms in Big Data Systems.
Safia KalwarEugenio GiannitiJoas Yannick KinouaniYoussef RideneDanilo ArdagnaPublished in: InfQ@VALUETOOLS (2017)
Keyphrases
- privacy preserving
- big data
- privacy preserving data mining
- privacy preservation
- data analysis
- cloud computing
- data privacy
- sensitive information
- private data
- management system
- privacy issues
- privacy protection
- multi party
- private information
- vertically partitioned data
- differential privacy
- sensitive data
- business intelligence
- data management
- social media
- databases
- horizontally partitioned data
- privacy sensitive
- scalar product
- privacy requirements
- metadata