Deep-Shallow Metaclassifier with Synthetic Minority Oversampling for Anomaly Detection in a Time Series.
MohammadHossein ReshadiWen LiWenjie XuPrecious OmashorAlbert DinhScott DickYuntong SheMichael LipsettPublished in: Algorithms (2024)
Keyphrases
- anomaly detection
- detect anomalies
- intrusion detection
- anomalous behavior
- detecting anomalies
- network intrusion detection
- network traffic
- minority class
- behavior analysis
- unsupervised anomaly detection
- network anomaly detection
- computer security
- class imbalance
- question answering
- information extraction
- real world
- intrusion detection system
- class distribution
- natural language processing
- one class support vector machines
- detecting anomalous
- normal behavior
- connectionist systems
- network security
- unsupervised learning
- negative selection algorithm
- malware detection
- active learning