A novel privacy-preserving scheme for collaborative frequent itemset mining across vertically partitioned data.
Nirali R. NanavatiDevesh C. JinwalaPublished in: Secur. Commun. Networks (2015)
Keyphrases
- vertically partitioned data
- privacy preserving
- frequent itemset mining
- horizontally partitioned data
- frequent itemsets
- scalar product
- itemsets
- privacy preserving data mining
- privacy preserving association rule mining
- privacy preservation
- data privacy
- pattern mining
- data mining
- association rule mining
- graph mining
- privacy protection
- mining algorithm
- sensitive information
- private information
- frequent pattern mining
- sequential pattern mining
- privacy concerns
- sensitive data
- sequential patterns
- association rules
- real world
- preprocessing
- data streams