Distributed and explainable GHSOM for anomaly detection in sensor networks.
Paolo MignoneRoberto CorizzoMichelangelo CeciPublished in: Mach. Learn. (2024)
Keyphrases
- anomaly detection
- sensor networks
- communication cost
- mobile sensor networks
- unsupervised learning
- wireless sensor networks
- intrusion detection
- camera network
- sensor data
- energy consumption
- sensor nodes
- environmental monitoring
- anomalous behavior
- detecting anomalies
- reduce communication cost
- network traffic
- network anomaly detection
- network intrusion detection
- energy efficient
- resource constrained
- mobile sensor
- self organizing maps
- detect anomalies
- communication bandwidth
- data streams
- intrusion detection system
- underwater acoustic
- network security
- sensor web
- normal behavior
- one class support vector machines
- negative selection algorithm
- computer networks
- active learning
- routing protocol
- data sets
- motion estimation
- heterogeneous sensor networks