Efficient Dropout-resilient Aggregation for Privacy-preserving Machine Learning.
Ziyao LiuJiale GuoKwok-Yan LamJun ZhaoPublished in: CoRR (2022)
Keyphrases
- privacy preserving
- machine learning
- privacy preservation
- privacy preserving data mining
- multi party
- data privacy
- private information
- vertically partitioned data
- privacy protection
- naive bayesian classification
- sensitive information
- private data
- privacy preserving association rule mining
- preserving privacy
- differentially private
- differential privacy
- data perturbation
- sensitive data
- partitioned data
- privacy sensitive
- homomorphic encryption
- privacy preserving classification
- scalar product
- provide efficient solutions
- privacy requirements
- record linkage
- privacy concerns
- data analysis
- data mining
- privacy guarantees
- personal data
- knowledge discovery
- horizontally partitioned
- database systems
- databases