Privacy-Preserving Machine Learning as a Service: Challenges and Opportunities.
Qiao ZhangTao XiangYifei CaiZhichao ZhaoNing WangHongyi WuPublished in: IEEE Netw. (2023)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- privacy issues
- privacy preservation
- vertically partitioned data
- service providers
- multi party
- private information
- horizontally partitioned data
- web services
- privacy protection
- data privacy
- preserving privacy
- privacy concerns
- record linkage
- personal data
- differential privacy
- knowledge discovery
- data mining
- partitioned data
- data publishing
- data perturbation
- privacy requirements
- real world
- privacy preserving association rule mining
- horizontally partitioned
- scalar product
- private data
- sensitive data
- data sets