Anomaly Detection in Multivariate Non-stationary Time Series for Automatic DBMS Diagnosis.
Doyup LeePublished in: ICMLA (2017)
Keyphrases
- anomaly detection
- intrusion detection
- anomalous behavior
- detecting anomalies
- network intrusion detection
- behavior analysis
- network anomaly detection
- network traffic
- detecting anomalous
- one class support vector machines
- detect anomalies
- unsupervised anomaly detection
- intrusion detection system
- computer security
- database management systems
- unsupervised learning
- data processing
- malware detection
- negative selection algorithm
- data management
- support vector machine
- knowledge discovery
- cumulative sum
- data sets