Evaluating the Privacy Implications of Frequent Itemset Disclosure.
Edoardo SerraJaideep VaidyaHaritha AkellaAshish SharmaPublished in: SEC (2017)
Keyphrases
- discovery of association rules
- frequent itemsets
- private information
- association rules
- privacy concerns
- itemsets
- statistical databases
- privacy protection
- information loss
- privacy preserving data publishing
- confidential information
- data publishing
- frequent itemset mining
- information disclosure
- privacy issues
- personal information
- association rule mining
- privacy preserving
- confidential data
- data structure
- mining algorithm
- data streams
- mining frequent itemsets
- sensitive information
- frequent pattern mining
- disclosure risk
- frequent itemsets mining
- data protection
- mining association rules
- itemset mining
- disclosure control
- transactional databases
- closed itemsets
- personal data
- sensitive attributes
- frequent itemset discovery
- frequent patterns
- third party
- privacy preserving data mining
- concise representation
- frequent item sets
- data mining
- data quality
- data privacy
- condensed representations
- emerging patterns
- multi dimensional