Privacy-Preserving Distributed Machine Learning Made Faster.
Zoe L. JiangJiajing GuHongxiao WangYulin WuJunbin FangSiu-Ming YiuWenjian LuoXuan WangPublished in: SecTL@AsiaCCS (2023)
Keyphrases
- privacy preserving
- machine learning
- horizontally partitioned data
- horizontally partitioned
- distributed data mining
- partitioned data
- multi party
- privacy sensitive
- privacy preserving data mining
- secure multiparty computation
- vertically partitioned data
- privacy preserving classification
- privacy preservation
- distributed environment
- preserving privacy
- record linkage
- privacy protection
- data privacy
- privacy preserving association rule mining
- sensitive data
- personal data
- private information
- private data
- sensitive information
- data mining
- decision trees
- peer to peer
- privacy concerns
- data perturbation
- communication cost
- homomorphic encryption
- mobile agents
- distributed systems
- privacy requirements
- distributed data
- information sharing
- feature selection
- support vector machine
- association rules