An Integrated Privacy Preserving Collaborative Analytics Platform: The PCORnet pSCANNER-PopMedNet TM Software Suite.
Michael E. MathenyDax M. WestermanLaura PearlmanJosh GieringerXiaoqian JiangClaudiu FarcasTara K. KnightShuang WangAmy PerkinsLucila Ohno-MachadoBill ClarkeDaniella MeekerPublished in: AMIA (2016)
Keyphrases
- privacy preserving
- software suite
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- learning analytics
- private information
- business intelligence
- sensitive information
- collaborative learning
- horizontally partitioned data
- preserving privacy
- privacy protection
- privacy preserving association rule mining
- privacy concerns
- partitioned data
- metadata
- sensitive data
- data privacy
- record linkage
- data analysis
- secure multiparty computation
- scalar product
- data mining
- decision trees
- horizontally partitioned
- data management
- privacy preserving classification
- privacy requirements
- privacy issues
- differential privacy
- multi party
- cloud computing
- data perturbation
- data quality
- private data
- data security
- privacy sensitive