A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection.
Qinbin LiZeyi WenZhaomin WuSixu HuNaibo WangXu LiuBingsheng HePublished in: CoRR (2019)
Keyphrases
- learning systems
- data privacy
- data protection
- individual privacy
- distributed data
- privacy preserving
- data sharing
- privacy preservation
- cloud computing
- privacy preserving data mining
- sensitive information
- privacy concerns
- data security
- data quality
- privacy protection
- learning process
- learning environment
- machine learning
- personal data
- private data
- sensitive data
- original data
- information security
- learning styles
- data integration
- data access
- differential privacy
- adaptive systems
- data sources
- databases
- data distribution
- digital libraries
- data mining
- data publishing
- database systems
- knowledge discovery
- data collection
- database applications
- third party