Privacy-Preserving Data Analysis Workflows for eScience.
Khalid BelhajjameNoura FaciZakaria MaamarVanilson Arruda BurégioEdvan SoaresMahmoud BarhamgiPublished in: EDBT/ICDT Workshops (2019)
Keyphrases
- privacy preserving
- data analysis
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- multi party
- privacy concerns
- differential privacy
- business processes
- horizontally partitioned data
- data collection
- data privacy
- knowledge discovery
- private information
- privacy protection
- partitioned data
- sensitive data
- record linkage
- sensitive information
- data mining
- data transformation
- high dimensional data
- private data
- data perturbation
- scalar product
- privacy sensitive
- business intelligence
- web services
- secure multiparty computation
- machine learning
- cloud computing
- privacy guarantees
- user privacy
- preserving privacy
- databases