Machine Learning - The Results Are Not the only Thing that Matters! What About Security, Explainability and Fairness?
Michal ChorasMarek PawlickiDamian PuchalskiRafal KozikPublished in: ICCS (4) (2020)
Keyphrases
- machine learning
- intrusion detection
- machine learning methods
- security policies
- pattern recognition
- information extraction
- network security
- information security
- access control
- machine learning algorithms
- security requirements
- statistical databases
- data mining
- resource allocation
- security mechanisms
- machine learning approaches
- learning tasks
- artificial intelligence
- knowledge acquisition
- text classification
- security problems
- feature selection
- inductive learning
- text mining
- computer science
- security threats
- explanation based learning
- security management
- security analysis
- security systems
- computer security
- statistical methods
- security issues
- model selection
- computational intelligence
- knowledge discovery
- natural language
- decision trees