Privacy-Preserving k-Nearest Neighbor Classification over Malicious Participants in Outsourced Cloud Environments.
Xian GuoYe LiYongbo JiangJing WangJunli FangPublished in: Cryptogr. (2023)
Keyphrases
- data privacy
- privacy preserving
- cloud computing
- multi party
- privacy preservation
- privacy preserving data mining
- service providers
- vertically partitioned data
- preserving privacy
- sensitive information
- data perturbation
- third party
- privacy concerns
- personal data
- sensitive data
- differential privacy
- data sets
- record linkage
- private data
- privacy guarantees
- secure multiparty computation
- privacy requirements
- private information
- decision trees
- scalar product
- partitioned data
- privacy sensitive
- horizontally partitioned data
- privacy preserving data mining algorithms
- naive bayesian classification
- privacy protection
- real world