Preserving Differential Privacy and Utility of Non-stationary Data Streams.
Michael KhavkinMark LastPublished in: ICDM Workshops (2018)
Keyphrases
- non stationary
- differential privacy
- data streams
- concept drift
- differentially private
- privacy preserving
- private data
- privacy guarantees
- data sharing
- anonymized data
- privacy preserving data mining algorithms
- data privacy
- privacy preservation
- adaptive algorithms
- sensor networks
- outlier detection
- empirical mode decomposition
- data sets
- peer to peer
- data distribution
- databases