A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection.
Qinbin LiZeyi WenZhaomin WuSixu HuNaibo WangYuan LiXu LiuBingsheng HePublished in: IEEE Trans. Knowl. Data Eng. (2023)
Keyphrases
- learning systems
- data privacy
- individual privacy
- data protection
- distributed data
- privacy preserving
- data sharing
- privacy preservation
- cloud computing
- privacy preserving data mining
- sensitive information
- privacy protection
- data security
- data quality
- learning environment
- privacy concerns
- private data
- sensitive data
- digital libraries
- learning process
- original data
- machine learning
- personal information
- personal data
- information security
- technology enhanced learning systems
- learning styles
- differential privacy
- data access
- adaptive systems
- data publishing
- data sources
- third party