SoK: Explainable Machine Learning for Computer Security Applications.
Azqa NadeemDaniël VosClinton CaoLuca PajolaSimon DieckRobert BaumgartnerSicco VerwerPublished in: CoRR (2022)
Keyphrases
- computer security
- machine learning
- anomaly detection
- computer systems
- intrusion detection
- network security
- information security
- machine learning methods
- pattern recognition
- network intrusion detection
- data mining
- text classification
- computer vision
- intrusion detection system
- decision trees
- natural language processing
- machine learning algorithms
- feature selection
- supervised learning
- support vector machine
- model selection
- active learning
- database
- information extraction
- maximum likelihood
- feature space
- case study