When Homomorphic Cryptosystem Meets Differential Privacy: Training Machine Learning Classifier with Privacy Protection.
Xiangyun TangLiehuang ZhuMeng ShenXiaojiang DuPublished in: CoRR (2018)
Keyphrases
- privacy preserving
- privacy protection
- differential privacy
- privacy guarantees
- machine learning
- private data
- differentially private
- privacy preservation
- training set
- anonymized data
- privacy preserving data mining
- individual privacy
- decision trees
- private information
- feature selection
- sensitive information
- support vector machine
- data privacy
- data sharing
- personal data
- training data
- sensitive data
- privacy concerns
- feature space
- data publishing
- data mining
- data sets
- encryption scheme
- statistical databases
- data protection
- information loss
- data quality