Anomaly Detection on Time Series Sensor Data Using Deep LSTM-Autoencoder.
Stephen GithinjiCiira Wa MainaPublished in: AFRICON (2023)
Keyphrases
- sensor data
- anomaly detection
- detect anomalies
- intrusion detection
- sensor networks
- sensor measurements
- network intrusion detection
- detecting anomalies
- anomalous behavior
- intrusion detection system
- network traffic
- network anomaly detection
- data streams
- negative selection algorithm
- one class support vector machines
- smart environments
- human activities
- unsupervised learning
- multiple sensors
- health monitoring
- raw sensor data
- streaming data
- recurrent neural networks
- sensor readings
- data mining
- supervised learning
- image sequences