Sphinx: Enabling Privacy-Preserving Online Learning over the Cloud.
Han TianChaoliang ZengZhenghang RenDi ChaiJunxue ZhangKai ChenQiang YangPublished in: IEEE Symposium on Security and Privacy (2022)
Keyphrases
- privacy preserving
- online learning
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- cloud computing
- record linkage
- secure multiparty computation
- e learning
- data privacy
- sensitive information
- privacy protection
- horizontally partitioned data
- active learning
- multi party
- privacy sensitive
- horizontally partitioned
- partitioned data
- preserving privacy
- privacy requirements
- privacy issues
- differential privacy
- sensitive data
- private data
- data model
- privacy preserving classification
- private information
- scalar product
- machine learning
- data integration
- privacy preserving association rule mining
- databases