Holistic Survey of Privacy and Fairness in Machine Learning.
Sina ShahamArash HajisafiMinh K. QuanDinh C. NguyenBhaskar KrishnamachariCharith PerisGabriel GhinitaCyrus ShahabiPubudu N. PathiranaPublished in: CoRR (2023)
Keyphrases
- machine learning
- personal information
- resource allocation
- privacy preserving
- pattern recognition
- artificial intelligence
- machine learning methods
- inductive learning
- model selection
- knowledge acquisition
- computer vision
- feature selection
- decision trees
- computer science
- active learning
- learning tasks
- private information
- machine learning algorithms
- differential privacy
- support vector machine
- personal data
- machine learning approaches
- security issues
- data privacy
- security concerns
- privacy preservation
- privacy enhancing
- game theory
- text mining
- data analysis
- learning systems
- data collection
- explanation based learning
- text classification
- privacy preserving data mining
- knowledge discovery
- reinforcement learning
- private data
- information systems
- data mining