Centered hyperspherical and hyperellipsoidal one-class support vector machines for anomaly detection in sensor networks.
Sutharshan RajasegararChristopher LeckieJames C. BezdekMarimuthu PalaniswamiPublished in: IEEE Trans. Inf. Forensics Secur. (2010)
Keyphrases
- sensor networks
- one class support vector machines
- anomaly detection
- wireless sensor networks
- sensor data
- detecting anomalies
- intrusion detection
- resource constrained
- network traffic
- data streams
- underwater acoustic
- sensor nodes
- energy consumption
- environmental monitoring
- anomalous behavior
- energy efficient
- network intrusion detection
- communication bandwidth
- communication cost
- intrusion detection system
- network anomaly detection
- unsupervised learning
- machine learning
- negative selection algorithm
- sensor web
- detect anomalies
- network security
- motion vectors
- knowledge discovery