ML Privacy Meter: Aiding Regulatory Compliance by Quantifying the Privacy Risks of Machine Learning.
Sasi Kumar MurakondaReza ShokriPublished in: CoRR (2020)
Keyphrases
- machine learning
- privacy preserving
- maximum likelihood
- learning algorithm
- machine learning methods
- data mining
- computational intelligence
- personal information
- data analysis
- privacy preservation
- private information
- statistical databases
- explanation based learning
- natural language processing
- text mining
- pattern recognition
- text classification
- model selection
- machine learning algorithms
- private data
- inductive learning
- machine learning approaches
- privacy preserving data mining
- data publishing
- computational biology
- statistical methods
- knowledge acquisition
- supervised learning
- computer science
- reinforcement learning
- decision trees
- information systems
- artificial intelligence