Privacy-Preserving Mobility Monitoring Using Sketches of Stationary Sensor Readings.
Michael KampChristine KoppMichael MockMario BoleyMichael MayPublished in: ECML/PKDD (3) (2013)
Keyphrases
- privacy preserving
- sensor readings
- environmental monitoring
- sensor data streams
- mobility data
- sensor networks
- privacy preserving data mining
- sensor data
- monitoring system
- wireless sensor networks
- vertically partitioned data
- privacy preservation
- multi party
- preserving privacy
- data privacy
- private information
- privacy concerns
- human activities
- sensitive information
- sensitive data
- data perturbation
- horizontally partitioned data
- differential privacy
- mobile users
- privacy preserving association rule mining
- privacy sensitive
- mobile agents
- scalar product
- privacy issues
- data mining
- secure multiparty computation
- data sets
- naive bayesian classification
- horizontally partitioned
- partitioned data
- privacy preserving classification
- decision trees
- data streams
- peer to peer
- privacy requirements
- data publishing
- record linkage