TSFN: an Effective Time Series Anomaly Detection Approach via Transformer-based Self-feedback Network.
Hongwei WuRong YangHuang QingKedong LiuZhuojun JiangYangxi LiHong ZhangPublished in: CSCWD (2023)
Keyphrases
- anomaly detection
- detect anomalies
- network traffic
- network anomaly detection
- intrusion detection
- network intrusion
- network intrusion detection
- intrusion detection system
- anomalous behavior
- detecting anomalies
- unsupervised anomaly detection
- intrusion prevention
- computer networks
- computer security
- behavior analysis
- network security
- one class support vector machines
- unsupervised learning
- normal behavior
- abnormal events
- data sets
- network configuration
- network structure
- self organizing maps
- normal traffic
- cumulative sum
- machine learning