Projection-free Online Empirical Risk Minimization with Privacy-preserving and Privacy Expiration.
Jian LouYiu-ming CheungPublished in: WI/IAT (2020)
Keyphrases
- privacy preserving
- empirical risk minimization
- privacy preserving data mining
- privacy preservation
- privacy requirements
- vertically partitioned data
- privacy concerns
- differential privacy
- privacy issues
- secure multiparty computation
- privacy protection
- private information
- data anonymization
- sensitive data
- horizontally partitioned data
- privacy sensitive
- privacy guarantees
- private data
- data privacy
- sensitive information
- uniform convergence
- statistical learning theory
- user privacy
- personal data
- preserving privacy
- location privacy
- empirical risk
- data perturbation
- vc dimension
- privacy preserving association rule mining
- scalar product
- homomorphic encryption
- machine learning