Privacy preserving distributed DBSCAN clustering.
Jinfei LiuJoshua Zhexue HuangJun LuoLi XiongPublished in: EDBT/ICDT Workshops (2012)
Keyphrases
- privacy preserving
- density based clustering
- distributed data mining
- clustering algorithm
- horizontally partitioned data
- clustering method
- k means
- multi party
- horizontally partitioned
- privacy preserving data mining
- partitioned data
- density based clustering algorithm
- privacy sensitive
- privacy preservation
- cluster analysis
- instance level constraints
- vertically partitioned data
- data privacy
- distributed systems
- privacy protection
- distributed environment
- private data
- privacy preserving classification
- privacy concerns
- privacy preserving association rule mining
- distributed computing
- preserving privacy
- sensitive information
- privacy requirements
- data perturbation
- sensitive data
- secure multiparty computation
- private information
- mobile agents
- record linkage
- user privacy
- privacy guarantees
- naive bayesian classification
- high dimensional data
- data points