Achieving Privacy-Preserving and Verifiable Support Vector Machine Training in the Cloud.
Chenfei HuChuan ZhangDian LeiTong WuXimeng LiuLiehuang ZhuPublished in: IEEE Trans. Inf. Forensics Secur. (2023)
Keyphrases
- privacy preserving
- support vector machine
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- training set
- multi party
- record linkage
- sensitive information
- privacy concerns
- differential privacy
- cloud computing
- privacy preserving association rule mining
- private information
- privacy protection
- scalar product
- preserving privacy
- data privacy
- sensitive data
- privacy sensitive
- privacy preserving classification
- machine learning
- horizontally partitioned data
- data perturbation
- private data
- training data
- privacy guarantees
- privacy issues
- secure multiparty computation
- feature vectors
- support vector