Privacy-preserving federated learning based on partial low-quality data.
Huiyong WangQi WangYong DingShijie TangYujue WangPublished in: J. Cloud Comput. (2024)
Keyphrases
- low quality
- privacy preserving
- high quality
- private data
- data sets
- data transformation
- data privacy
- sensitive data
- privacy concerns
- vertically partitioned data
- data analysis
- data sources
- data mining techniques
- privacy sensitive
- sensitive information
- privacy requirements
- personal data
- original data
- knowledge discovery
- horizontally partitioned data
- privacy preserving data mining
- data collection
- data quality
- record linkage
- multi party
- data points
- privacy protection
- differentially private
- distributed data
- preserving privacy
- data perturbation
- high dimensional data
- data mining applications
- privacy preserving association rule mining