Combining OpenFlow and sFlow for an effective and scalable anomaly detection and mitigation mechanism on SDN environments.
Kostas GiotisChristos ArgyropoulosGeorgios AndroulidakisDimitrios KalogerasVasilis MaglarisPublished in: Comput. Networks (2014)
Keyphrases
- anomaly detection
- intrusion detection
- anomalous behavior
- network anomaly detection
- detecting anomalies
- network intrusion detection
- intrusion detection system
- unsupervised anomaly detection
- computer security
- network traffic
- one class support vector machines
- malware detection
- detecting anomalous
- cumulative sum
- knowledge discovery
- unsupervised learning
- semi supervised
- activity recognition
- neural network
- probabilistic model
- evolutionary algorithm
- feature selection
- machine learning
- negative selection algorithm
- data mining