Communication efficient privacy-preserving distributed optimization using adaptive differential quantization.
Qiongxiu LiRichard HeusdensMads Græsbøll ChristensenPublished in: CoRR (2021)
Keyphrases
- privacy preserving
- multi party
- horizontally partitioned data
- horizontally partitioned
- privacy preserving data mining
- privacy preservation
- partitioned data
- distributed data mining
- privacy sensitive
- secure multiparty computation
- provide efficient solutions
- vertically partitioned data
- preserving privacy
- data privacy
- private data
- privacy preserving classification
- sensitive information
- privacy concerns
- distributed systems
- communication cost
- record linkage
- data mining
- naive bayesian classification
- scalar product
- privacy requirements
- private information
- data perturbation
- location privacy
- privacy guarantees
- third party
- peer to peer
- privacy protection
- data sources
- sensitive data