Privacy Preserving Stream Analytics: The Marriage of Randomized Response and Approximate Computing.
Do Le QuocMartin BeckPramod BhatotiaRuichuan ChenChristof FetzerThorsten StrufePublished in: CoRR (2017)
Keyphrases
- privacy preserving
- privacy preserving association rule mining
- vertically partitioned data
- privacy preserving data mining
- data mining
- privacy preservation
- multi party
- data streams
- private information
- data privacy
- sensitive information
- privacy concerns
- differential privacy
- secure multiparty computation
- privacy issues
- data perturbation
- horizontally partitioned data
- horizontally partitioned
- privacy sensitive
- sensitive data
- private data
- preserving privacy
- scalar product
- naive bayesian classification
- personal data
- data publishing
- privacy guarantees
- business intelligence
- data management
- data analysis