Feature extraction for machine learning-based intrusion detection in IoT networks.
Mohanad SarhanSiamak LayeghyNour MoustafaMarcus GallagherMarius PortmannPublished in: Digit. Commun. Networks (2024)
Keyphrases
- intrusion detection
- machine learning
- feature extraction
- intrusion detection system
- data mining
- network security
- anomaly detection
- network traffic
- feature selection
- network intrusion detection
- social networks
- computer security
- high detection rate
- computer networks
- network intrusion
- detecting anomalous
- information security
- pattern recognition
- network intrusions
- artificial immune
- alert correlation
- learning algorithm
- intrusion prevention
- network intrusion detection systems
- face recognition
- model selection
- text classification
- knowledge discovery
- active learning
- data analysis
- decision trees
- databases
- cloud computing
- principal component analysis