Privacy-preserving Data Filtering in Federated Learning Using Influence Approximation.
Ljubomir RokvicPanayiotis DanassisBoi FaltingsPublished in: CoRR (2022)
Keyphrases
- privacy preserving
- data sets
- data analysis
- data privacy
- privacy concerns
- sensitive information
- privacy sensitive
- data transformation
- data sources
- preserving privacy
- private data
- vertically partitioned data
- differentially private
- input data
- database
- privacy issues
- differential privacy
- sensitive data
- private information
- data collection
- decision trees
- personal data
- privacy preserving data mining
- databases
- multi party
- data publishing
- data points
- data quality
- horizontally partitioned