Explainable Anomaly Detection System for Categorical Sensor Data in Internet of Things.
Peng YuanLu-An TangHaifeng ChenMoto SatoKevin WoodwardPublished in: ECML/PKDD (6) (2022)
Keyphrases
- anomaly detection
- sensor data
- sensor networks
- intrusion detection
- detecting anomalies
- sensor measurements
- data streams
- network intrusion detection
- network traffic
- human activities
- raw sensor data
- anomalous behavior
- multiple sensors
- mobile devices
- health monitoring
- unsupervised learning
- intrusion detection system
- network anomaly detection
- one class support vector machines
- ubiquitous computing
- streaming data
- smart environments
- sensor readings
- negative selection algorithm
- wireless sensor networks
- neural network
- data sets
- sensor data streams
- detect anomalies
- feature selection
- pattern recognition
- supervised learning
- model selection