Machine Learning Integrity and Privacy in Adversarial Environments.
Alina OpreaPublished in: SACMAT (2021)
Keyphrases
- machine learning
- data protection
- machine learning methods
- privacy preserving
- pattern recognition
- outsourced databases
- machine learning approaches
- personal information
- feature selection
- decision trees
- inductive learning
- explanation based learning
- knowledge acquisition
- learning tasks
- data mining
- privacy protection
- computer vision
- machine learning algorithms
- text classification
- information extraction
- natural language processing
- real world
- learning methodologies
- differential privacy
- personal data
- privacy preserving data mining
- knowledge discovery
- computational intelligence
- integrity constraints
- dynamic environments
- statistical databases
- text mining
- reinforcement learning
- knowledge representation
- location privacy
- data confidentiality
- privacy enhancing
- learning systems