Privacy-preserving quantum machine learning using differential privacy.
Makhamisa SenekaneMhlambululi MafuBenedict Molibeli TaelePublished in: AFRICON (2017)
Keyphrases
- privacy preserving
- differential privacy
- machine learning
- differentially private
- privacy guarantees
- privacy preservation
- privacy preserving data mining
- private data
- data privacy
- private information
- vertically partitioned data
- preserving privacy
- privacy preserving data mining algorithms
- privacy concerns
- sensitive data
- sensitive information
- data sharing
- anonymized data
- decision trees
- scalar product
- secure multiparty computation
- personal data
- privacy protection
- knowledge discovery
- data mining
- data publishing