Privacy Preserving Similarity Detection for Data Analysis.
Iraklis LeontiadisMelek ÖnenRefik MolvaMartin J. ChorleyGualtiero B. ColomboPublished in: CGC (2013)
Keyphrases
- privacy preserving
- data analysis
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- multi party
- data perturbation
- private information
- privacy requirements
- data privacy
- similarity measure
- sensitive information
- scalar product
- record linkage
- partitioned data
- privacy preserving association rule mining
- data publishing
- horizontally partitioned data
- data transformation
- data mining
- machine learning
- privacy concerns
- private data
- data mining applications
- user privacy
- privacy sensitive
- distance function
- preserving privacy
- databases
- naive bayesian classification
- distance measure
- high dimensional data
- sensitive data
- similarity function
- privacy guarantees
- differential privacy