On the Protection of Private Information in Machine Learning Systems: Two Recent Approaches.
Martín AbadiÚlfar ErlingssonIan J. GoodfellowH. Brendan McMahanIlya MironovNicolas PapernotKunal TalwarLi ZhangPublished in: CoRR (2017)
Keyphrases
- recent approaches
- machine learning systems
- private information
- privacy protection
- individual privacy
- machine learning
- privacy preserving
- personal information
- machine learning algorithms
- third party
- learning systems
- privacy concerns
- private data
- sensitive information
- learning classifier systems
- privacy preservation
- privacy preserving data mining
- information security
- data protection
- confidential data
- personal data
- data sets
- computational intelligence
- active learning
- high dimensional
- supervised learning algorithms
- training set