LightLog: A lightweight temporal convolutional network for log anomaly detection on the edge.
Zumin WangJiyu TianHui FangLiming ChenJing QinPublished in: Comput. Networks (2022)
Keyphrases
- lightweight
- anomaly detection
- convolutional network
- convolutional neural networks
- intrusion detection
- detecting anomalies
- network traffic
- anomalous behavior
- network intrusion detection
- intrusion detection system
- detect anomalies
- edge detection
- coarse to fine
- one class support vector machines
- network security
- edge detector
- wireless sensor networks
- cumulative sum
- learning algorithm
- network anomaly detection
- pattern recognition