A modified DBSCAN algorithm for anomaly detection in time-series data with seasonality.
Praphula Kumar JainMani Shankar BajpaiRajendra PamulaPublished in: Int. Arab J. Inf. Technol. (2022)
Keyphrases
- anomaly detection
- intrusion detection
- detect anomalies
- detecting anomalies
- network intrusion detection
- intrusion detection system
- unsupervised anomaly detection
- network traffic
- unsupervised learning
- anomalous behavior
- detecting anomalous
- network security
- behavior analysis
- computer security
- one class support vector machines
- network anomaly detection
- data sets
- artificial immune system
- evolutionary algorithm
- malware detection
- pattern recognition
- real world