A Novel Differential Privacy Approach that Enhances Classification Accuracy.
A. N. K. ZamanCharlie ObimboRozita A. DaraPublished in: C3S2E (2016)
Keyphrases
- differential privacy
- classification accuracy
- differentially private
- privacy preserving
- private data
- privacy guarantees
- tabular data
- feature selection
- training data
- privacy preserving data mining algorithms
- data sharing
- privacy preservation
- training set
- support vector
- personal information
- feature space
- anonymized data
- data privacy
- data model