CGSA-RNN: Abnormal Network Traffic Detection Model Based on CycleGAN and Self-Attention Mechanism.
Saihua CaiWenjun ZhaoHan TangJinfu ChenWuhao GuoPublished in: QRS (2023)
Keyphrases
- network traffic
- anomaly detection
- intrusion detection
- detecting anomalous
- attention mechanism
- normal traffic
- recurrent neural networks
- intrusion detection system
- network intrusion detection
- detect anomalies
- traffic data
- network traffic data
- internet traffic
- active learning
- network bandwidth
- unsupervised learning
- visual attention
- multiscale
- object recognition
- association rules
- visual attention model
- image segmentation
- pairwise
- computer vision
- machine learning