An Efficient and Privacy-Preserving Similarity Evaluation for Big Data Analytics.
Zakaria GheidYacine ChallalPublished in: UCC (2015)
Keyphrases
- privacy preserving
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- big data analytics
- data privacy
- multi party
- record linkage
- sensitive information
- private information
- preserving privacy
- privacy concerns
- similarity measure
- sensitive data
- privacy protection
- data perturbation
- scalar product
- privacy preserving association rule mining
- privacy issues
- big data
- private data
- data publishing
- similarity function
- horizontally partitioned
- privacy guarantees
- differential privacy
- privacy preserving classification
- data management
- social networks
- naive bayesian classification
- information retrieval