Evaluations of Machine Learning Privacy Defenses are Misleading.
Michael AerniJie ZhangFlorian TramèrPublished in: CoRR (2024)
Keyphrases
- machine learning
- machine learning systems
- privacy preserving
- explanation based learning
- information extraction
- decision trees
- machine learning methods
- learning algorithm
- feature selection
- pattern recognition
- inductive learning
- privacy enhancing
- private data
- machine learning approaches
- statistical databases
- personal information
- machine learning algorithms
- natural language processing
- privacy concerns
- learning problems
- inductive logic programming
- computational intelligence
- identity management
- computer vision
- privacy issues
- artificial intelligence
- privacy preserving data mining
- personal data
- differential privacy
- data analysis
- location privacy
- legal issues
- neural network
- privacy protection
- security issues
- knowledge discovery
- sensitive information
- information loss
- text mining
- network security
- statistical methods
- text classification
- model selection