Ranking-based Feature Selection for Anomaly Detection in Sensor Networks.
Rui LiJizhong ZhaoKebin LiuYuan HePublished in: Ad Hoc Sens. Wirel. Networks (2013)
Keyphrases
- sensor networks
- anomaly detection
- feature selection
- intrusion detection
- wireless sensor networks
- network intrusion detection
- network traffic
- sensor data
- environmental monitoring
- resource constrained
- anomalous behavior
- unsupervised learning
- underwater acoustic
- sparse pca
- data streams
- detecting anomalies
- sensor nodes
- communication cost
- energy efficient
- one class support vector machines
- energy consumption
- intrusion detection system
- network security
- communication bandwidth
- machine learning
- negative selection algorithm
- routing protocol
- detect anomalies
- mobile sensor networks
- feature extraction
- computer vision
- feature subset
- text classification
- network anomaly detection
- dimensionality reduction