Research on Privacy-preserving in Distributed Mining Based on the Attribute Similarity.
Qiu LuXiao-hui ChengPublished in: CIS (2011)
Keyphrases
- privacy preserving
- horizontally partitioned
- privacy sensitive
- horizontally partitioned data
- distributed data mining
- privacy preserving data mining
- privacy preservation
- preserving privacy
- multi party
- partitioned data
- vertically partitioned data
- sensitive information
- privacy preserving classification
- private information
- differential privacy
- medical data
- secure multiparty computation
- data privacy
- privacy concerns
- similarity measure
- privacy protection
- record linkage
- sensitive data
- scalar product
- distance measure
- distributed systems
- knowledge discovery
- attribute values
- data publishing
- privacy requirements
- data mining algorithms