Evaluating Standard Feature Sets Towards Increased Generalisability and Explainability of ML-Based Network Intrusion Detection.
Mohanad SarhanSiamak LayeghyMarius PortmannPublished in: Big Data Res. (2022)
Keyphrases
- network intrusion detection
- feature set
- feature selection
- intrusion detection
- network intrusion
- anomaly detection
- feature extraction
- intrusion detection system
- artificial immune
- feature space
- feature vectors
- classification models
- maximum likelihood
- classification accuracy
- audio features
- feature types
- network attacks