On Classification Approaches for Misbehavior Detection in Wireless Sensor Networks.
Matthias BeckerMartin DrozdaSven SchaustSebastian BohlmannHelena SzczerbickaPublished in: J. Comput. (2009)
Keyphrases
- wireless sensor networks
- pattern recognition
- classification accuracy
- support vector machine
- support vector
- anomaly detection
- automatic classification
- decision trees
- image classification
- automatic detection
- pattern classification
- classification models
- sensor networks
- energy efficient
- feature selection
- machine learning
- feature vectors
- training set
- classification scheme
- feature extraction and classification
- support vector machine svm
- detection algorithm
- machine learning algorithms
- false alarms
- routing protocol
- data sets
- neural networks and support vector machines
- detection rate
- classification rules
- classification method
- energy consumption
- false positives
- wireless networks
- text classification
- feature space
- preprocessing
- data mining