Orthogonal variance-based feature selection for intrusion detection systems.
Firuz KamalovSherif MoussaZiad El-KhatibAdel Ben MnaouerPublished in: ISNCC (2021)
Keyphrases
- intrusion detection system
- feature selection
- intrusion detection
- network security
- computer networks
- network traffic
- network intrusion detection
- anomaly detection
- distributed intrusion detection
- intrusion prevention
- attack detection
- network intrusion detection systems
- cyber security
- computer security
- feature space
- feature set
- data mining techniques
- alert correlation
- machine learning
- dimensionality reduction
- computer systems
- network intrusion
- unsupervised learning
- feature subset
- model selection
- normal behavior
- denial of service attacks
- security architecture
- text classification
- data mining
- cyber attacks
- database systems
- information security
- knn
- maximum likelihood