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: ICASSP (2024)
Keyphrases
- privacy preserving
- privacy preserving data mining
- machine learning
- privacy preservation
- privacy concerns
- vertically partitioned data
- privacy requirements
- privacy sensitive
- private information
- privacy protection
- horizontally partitioned data
- data privacy
- data transformation
- privacy issues
- decision trees
- multi party
- differential privacy
- preserving privacy
- data perturbation
- secure multiparty computation
- sensitive information
- data anonymization
- sensitive data
- privacy preserving association rule mining
- private data
- privacy preserving data publishing
- privacy preserving classification
- homomorphic encryption
- record linkage
- privacy guarantees
- personal data
- scalar product
- horizontally partitioned
- naive bayesian classification
- feature selection
- data mining