Privacy-Preserving Clustering for Multi-dimensional Data Randomization Under LDP.
Hiroaki KikuchiPublished in: SEC (2023)
Keyphrases
- privacy preserving
- multi dimensional data
- multi dimensional
- data clustering
- privacy preserving data mining
- privacy preserving association rule mining
- privacy preservation
- cluster analysis
- outlier detection
- vertically partitioned data
- data distribution
- multi party
- data privacy
- data analysis
- scientific data
- range queries
- sensitive information
- data perturbation
- clustering algorithm
- data cube
- k means
- index structure
- sensitive data
- private information
- privacy protection
- privacy concerns
- scalar product
- privacy sensitive
- data management
- feature extraction
- secure multiparty computation
- data sets
- data collection
- dimensionality reduction
- management system