Physics solutions for machine learning privacy leaks.
Alejandro Pozas-KerstjensSenaida Hernández SantanaJosé Ramón Pareja MonturiolMarco Castrillón LópezGiannicola ScarpaCarlos E. González-GuillénDavid Pérez-GarcíaPublished in: CoRR (2022)
Keyphrases
- machine learning
- private information
- computer science
- artificial intelligence
- privacy preserving
- personal information
- natural language processing
- sensitive information
- machine learning methods
- learning systems
- computational intelligence
- active learning
- decision trees
- privacy issues
- legal issues
- knowledge discovery
- personal data
- knowledge acquisition
- search space
- optimal solution
- privacy concerns
- information flow
- electronic payment
- privacy preserving data mining
- security issues
- database
- information loss
- solution quality
- benchmark problems
- electronic commerce
- evolutionary algorithm
- learning algorithm
- data mining
- data sets