Practical Privacy-Preserving MapReduce Based K-Means Clustering Over Large-Scale Dataset.
Jiawei YuanYifan TianPublished in: IEEE Trans. Cloud Comput. (2019)
Keyphrases
- privacy preserving
- partitioned data
- privacy preserving data mining
- privacy preservation
- real world
- private information
- privacy preserving data mining algorithms
- sensitive information
- data privacy
- vertically partitioned data
- multi party
- cloud computing
- privacy issues
- privacy preserving classification
- sensitive data
- privacy concerns
- record linkage
- data sets
- data perturbation
- preserving privacy
- differential privacy
- databases
- database systems
- naive bayesian classification
- horizontally partitioned data
- medical images
- private data
- privacy guarantees
- distributed computing
- homomorphic encryption
- k means
- social networks
- horizontally partitioned
- privacy preserving association rule mining
- database