Real-Time Anomaly Detection in SDN Architecture Using Integrated SIEM and Machine Learning for Enhancing Network Security.
Anass SebbarOthmane CherqiKhalid ChougdaliMohammed BoulmalfPublished in: GLOBECOM (2023)
Keyphrases
- anomaly detection
- network security
- real time
- intrusion detection
- machine learning
- situation assessment
- intrusion detection system
- network traffic
- network anomaly detection
- computer security
- traffic analysis
- detecting anomalies
- network intrusion detection
- network intrusion
- anomalous behavior
- unsupervised learning
- risk assessment
- one class support vector machines
- model selection
- negative selection algorithm
- computer networks
- probabilistic model
- databases
- detect anomalies
- pattern recognition
- decision trees
- ip networks
- supervised learning
- data analysis
- feature selection
- computer vision
- misuse detection