Effective Anomaly Detection in Sensor Networks Data Streams.
Budhaditya SahaDuc-Son PhamMihai M. LazarescuSvetha VenkateshPublished in: ICDM (2009)
Keyphrases
- sensor networks
- anomaly detection
- data streams
- intrusion detection
- wireless sensor networks
- sensor data
- streaming data
- anomalous behavior
- detecting anomalies
- network intrusion detection
- underwater acoustic
- resource constrained
- network traffic
- network anomaly detection
- energy efficient
- intrusion detection system
- sensor nodes
- energy consumption
- communication bandwidth
- communication cost
- cumulative sum
- environmental monitoring
- data distribution
- data aggregation
- mobile sensor networks
- one class support vector machines
- negative selection algorithm
- sensor web
- sensor readings
- network security
- routing protocol
- heterogeneous sensor networks
- computer vision
- high dimensional data streams
- detect anomalies
- unsupervised learning
- pairwise
- reinforcement learning