Quantile Autoencoder With Abnormality Accumulation for Anomaly Detection of Multivariate Sensor Data.
Seunghyoung RyuJiyeon YimJunghoon SeoYonggyun YuHogeon SeoPublished in: IEEE Access (2022)
Keyphrases
- sensor data
- anomaly detection
- intrusion detection
- sensor networks
- detecting anomalies
- anomalous behavior
- sensor measurements
- network intrusion detection
- data streams
- network traffic
- human activities
- unsupervised learning
- network anomaly detection
- health monitoring
- intrusion detection system
- sensor readings
- raw sensor data
- multiple sensors
- model selection
- sensor data streams
- smart environments
- learning algorithm
- one class support vector machines
- streaming data
- negative selection algorithm
- statistical process control