Privacy-Preserving Machine Learning Training in IoT Aggregation Scenarios.
Liehuang ZhuXiangyun TangMeng ShenFeng GaoJie ZhangXiaojiang DuPublished in: IEEE Internet Things J. (2021)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- private information
- multi party
- data privacy
- management system
- sensitive information
- horizontally partitioned data
- privacy concerns
- privacy requirements
- data mining
- naive bayesian classification
- preserving privacy
- privacy sensitive
- horizontally partitioned
- secure multiparty computation
- data perturbation
- privacy guarantees
- privacy preserving classification
- real world
- private data
- differential privacy
- privacy preserving association rule mining
- personal data
- data analysis
- knowledge discovery
- sensitive data
- data sets
- partitioned data
- location information
- medical data
- record linkage