Efficient Privacy-Preserving Machine Learning in Hierarchical Distributed System.
Qi JiaLinke GuoYuguang FangGuirong WangPublished in: IEEE Trans. Netw. Sci. Eng. (2019)
Keyphrases
- privacy preserving
- distributed systems
- machine learning
- privacy preservation
- privacy preserving data mining
- vertically partitioned data
- private information
- multi party
- fault tolerant
- distributed environment
- privacy protection
- fault tolerance
- distributed computing
- sensitive information
- privacy concerns
- record linkage
- data privacy
- scalar product
- secure multiparty computation
- privacy sensitive
- horizontally partitioned data
- private data
- sensitive data
- data perturbation
- differential privacy
- partitioned data
- preserving privacy
- mobile agents
- feature space
- privacy preserving association rule mining
- data mining