How Far Should We Look Back to Achieve Effective Real-Time Time-Series Anomaly Detection?
Ming-Chang LeeJia-Chun LinErnst Gunnar GranPublished in: AINA (1) (2021)
Keyphrases
- anomaly detection
- intrusion detection
- detect anomalies
- anomalous behavior
- network intrusion detection
- network traffic
- intrusion detection system
- detecting anomalies
- unsupervised anomaly detection
- network anomaly detection
- computer security
- one class support vector machines
- unsupervised learning
- neural network
- network security
- data assimilation
- behavior analysis
- negative selection algorithm
- connectionist systems
- knowledge discovery