A Differential Privacy Support Vector Machine Classifier Based on Dual Variable Perturbation.
Yaling ZhangZhifeng HaoShangping WangPublished in: IEEE Access (2019)
Keyphrases
- differential privacy
- privacy guarantees
- support vector machine
- differentially private
- privacy preserving
- private data
- data sharing
- privacy preservation
- tabular data
- data privacy
- training data
- support vector
- feature selection
- privacy preserving data mining algorithms
- data sets
- privacy protection
- feature vectors
- anonymized data
- sensitive information
- web search
- knn
- website