A new privacy-preserving solution for clustering massively distributed personal times-series.
Tristan AllardGeorges HébrailFlorent MassegliaEsther PacittiPublished in: ICDE (2016)
Keyphrases
- privacy preserving
- horizontally partitioned data
- multi party
- horizontally partitioned
- privacy guarantees
- partitioned data
- distributed data mining
- privacy preserving data mining
- privacy issues
- privacy preservation
- privacy sensitive
- vertically partitioned data
- secure multiparty computation
- clustering algorithm
- privacy preserving classification
- private information
- data privacy
- privacy protection
- data publishing
- preserving privacy
- sensitive information
- private data
- knowledge discovery
- distributed systems
- privacy concerns
- decision trees
- data management
- peer to peer
- scalar product
- distributed environment
- homomorphic encryption
- data objects
- privacy requirements
- personal information
- distributed data