A Signal Processing View on Packet Sampling and Anomaly Detection.
Daniela BrauckhoffKavé SalamatianMartin MayPublished in: INFOCOM (2010)
Keyphrases
- anomaly detection
- signal processing
- intrusion detection
- anomalous behavior
- detecting anomalies
- network intrusion detection
- unsupervised anomaly detection
- image processing
- network traffic
- network anomaly detection
- detect anomalies
- computer security
- one class support vector machines
- pattern recognition
- intrusion detection system
- detecting anomalous
- negative selection algorithm
- network security
- unsupervised learning
- malware detection
- normal traffic
- behavior analysis
- data sets
- machine learning
- kalman filter
- principal component analysis
- supervised learning
- feature extraction
- genetic algorithm
- data assimilation
- connectionist systems