Refining one-class representation: A unified transformer for unsupervised time-series anomaly detection.
Guoxiang ZhongFagui LiuJun JiangBin WangC. L. Philip ChenPublished in: Inf. Sci. (2024)
Keyphrases
- anomaly detection
- unsupervised anomaly detection
- detect anomalies
- unsupervised learning
- intrusion detection
- novelty detection
- network intrusion detection
- anomalous behavior
- intrusion detection system
- detecting anomalies
- negative selection algorithm
- network traffic
- network security
- behavior analysis
- one class support vector machines
- fuzzy logic
- detecting anomalous
- cumulative sum
- network anomaly detection
- semi supervised
- network intrusion
- supervised learning
- training data
- model selection
- malware detection
- learning algorithm
- human brain