Log-Based Anomaly Detection with Multi-Head Scaled Dot-Product Attention Mechanism.
Qingfeng DuLiang ZhaoJincheng XuYongqi HanShuangli ZhangPublished in: DEXA (1) (2021)
Keyphrases
- anomaly detection
- dot product
- attention mechanism
- intrusion detection
- visual attention
- anomalous behavior
- network intrusion detection
- network traffic
- detecting anomalies
- intrusion detection system
- saliency map
- one class support vector machines
- similarity function
- negative selection algorithm
- image processing
- detect anomalies
- gaussian kernels
- kernel function
- unsupervised learning
- eye movements
- visual attention model
- feature space
- multiscale
- training data