Efficient Dropout-Resilient Aggregation for Privacy-Preserving Machine Learning.
Ziyao LiuJiale GuoKwok-Yan LamJun ZhaoPublished in: IEEE Trans. Inf. Forensics Secur. (2023)
Keyphrases
- privacy preserving
- machine learning
- privacy preservation
- privacy preserving data mining
- private information
- multi party
- vertically partitioned data
- privacy protection
- horizontally partitioned data
- partitioned data
- preserving privacy
- private data
- sensitive information
- privacy concerns
- record linkage
- provide efficient solutions
- data perturbation
- data mining
- secure multiparty computation
- privacy preserving association rule mining
- privacy issues
- privacy requirements
- differentially private
- privacy guarantees
- decision trees
- differential privacy
- feature selection
- location privacy
- data privacy
- privacy sensitive
- support vector machine
- feature space
- database systems