Quantum Privacy Aggregation of Teacher Ensembles (QPATE) for Privacy-preserving Quantum Machine Learning.
William M. WatkinsHeehwan WangSangyoon BaeHuan-Hsin TsengJiook ChaSamuel Yen-Chi ChenShinjae YooPublished in: CoRR (2024)
Keyphrases
- privacy preserving
- machine learning
- privacy preserving data mining
- privacy preservation
- private information
- privacy requirements
- data privacy
- privacy concerns
- decision trees
- sensitive information
- vertically partitioned data
- multi party
- preserving privacy
- privacy sensitive
- differential privacy
- privacy protection
- private data
- personal data
- privacy issues
- data publishing
- privacy preserving association rule mining
- privacy preserving classification
- privacy guarantees
- secure multiparty computation
- data transformation
- data mining
- record linkage
- data perturbation
- privacy preserving data publishing
- data anonymization
- location privacy
- scalar product
- sensitive data
- partitioned data
- horizontally partitioned
- horizontally partitioned data
- data mining techniques
- knowledge discovery