Formalization of the feature space for detection of attacks on wireless sensor networks.
Igor A. ZikratovVictoria M. KorzhukIlya ShilovAlexey GvozdevPublished in: FRUCT (2017)
Keyphrases
- wireless sensor networks
- feature space
- sensor networks
- object detection
- energy efficient
- attack detection
- detection algorithm
- false alarms
- automatic detection
- high dimensional
- detection rate
- mean shift
- principal component analysis
- false positives
- detection method
- dimensionality reduction
- security mechanisms
- classification accuracy
- training set
- data aggregation
- resource constrained
- kernel function
- environmental monitoring
- countermeasures
- network attacks
- base station
- normal traffic
- input space
- information security
- kernel methods
- feature selection
- anomaly detection
- low dimensional
- knowledge representation
- data points
- image retrieval
- feature extraction