Griffin: An Ensemble of AutoEncoders for Anomaly Traffic Detection in SDN.
Liyan YangYubo SongShang GaoBin XiaoAiqun HuPublished in: GLOBECOM (2020)
Keyphrases
- anomaly detection
- network traffic
- detection algorithm
- denoising
- detect anomalies
- object detection
- ensemble methods
- detection accuracy
- detection method
- neural network
- random forests
- false alarms
- automatic detection
- detection rate
- intrusion detection
- image processing
- traffic flow
- abnormal behavior
- real time
- false positives
- training set
- feature selection
- learning algorithm
- handwritten digits
- movement patterns