Privacy-preserving AI Services Through Data Decentralization.
Christian MeurischBekir BayrakMax MühlhäuserPublished in: WWW (2020)
Keyphrases
- privacy preserving
- data privacy
- personal data
- data sets
- sensitive information
- sensitive data
- raw data
- data transformation
- database
- data analysis
- vertically partitioned data
- user privacy
- private data
- privacy sensitive
- privacy preservation
- data points
- private information
- privacy concerns
- horizontally partitioned
- knowledge discovery
- privacy preserving data mining
- data sources
- preserving privacy
- data collection
- data publishing
- data management
- web services
- differentially private
- privacy guarantees
- personal information
- privacy issues
- high dimensional data
- data mining algorithms
- original data
- data quality