SoK: Explainable Machine Learning for Computer Security Applications.
Azqa NadeemDaniël VosClinton CaoLuca PajolaSimon DieckRobert BaumgartnerSicco VerwerPublished in: EuroS&P (2023)
Keyphrases
- computer security
- machine learning
- anomaly detection
- intrusion detection
- computer systems
- network security
- information security
- machine learning algorithms
- intrusion detection system
- pattern recognition
- computer forensics
- information extraction
- machine learning methods
- active learning
- image segmentation
- decision trees
- learning algorithm
- natural language processing
- knowledge discovery
- database systems
- feature selection
- database