Federated Learning: The Pioneering Distributed Machine Learning and Privacy-Preserving Data Technology.
Philip C. TreleavenMalgorzata SmietankaHirsh PithadiaPublished in: Computer (2022)
Keyphrases
- privacy preserving
- distributed data
- data privacy
- data sets
- privacy sensitive
- machine learning
- data analysis
- private data
- data sources
- differentially private
- horizontally partitioned data
- data transformation
- vertically partitioned data
- original data
- preserving privacy
- personal data
- data mining
- privacy concerns
- data publishing
- horizontally partitioned
- privacy preservation
- sensitive data
- data collection
- private information
- raw data
- knowledge discovery
- partitioned data
- sensitive information
- data quality
- distributed systems
- privacy issues
- differential privacy
- privacy preserving data mining
- medical data
- data mining applications
- input data
- database