An empirical evaluation of entropy-based traffic anomaly detection.
George NychisVyas SekarDavid G. AndersenHyong KimHui ZhangPublished in: Internet Measurement Conference (2008)
Keyphrases
- anomaly detection
- network traffic
- detect anomalies
- intrusion detection
- intrusion detection system
- detecting anomalies
- network intrusion detection
- normal traffic
- network security
- computer networks
- computer security
- detecting anomalous
- negative selection algorithm
- unsupervised learning
- traffic patterns
- network anomaly detection
- one class support vector machines
- anomalous behavior
- behavior analysis
- network intrusion
- unsupervised anomaly detection
- malware detection
- traffic flow
- active learning
- feature selection
- knn
- malicious activities
- data assimilation
- machine learning