A Critical Overview of Privacy in Machine Learning.
Emiliano De CristofaroPublished in: IEEE Secur. Priv. (2021)
Keyphrases
- machine learning
- knowledge acquisition
- privacy preserving
- information extraction
- security issues
- learning algorithm
- decision trees
- computational intelligence
- natural language processing
- personal information
- learning tasks
- knowledge discovery
- privacy aware
- identity management
- support vector machine
- computational biology
- data analysis
- pattern recognition
- private information
- text classification
- machine learning algorithms
- statistical methods
- privacy protection
- privacy preserving data mining
- privacy concerns
- service providers
- privacy preservation
- differential privacy
- individual privacy
- machine learning approaches
- learning problems
- database
- supervised learning
- knowledge representation
- reinforcement learning
- computer vision
- artificial intelligence
- data mining