Accurate anomaly detection using correlation-based time-series analysis in a core router system.
Shi JinZhaobo ZhangKrishnendu ChakrabartyXinli GuPublished in: ITC (2016)
Keyphrases
- anomaly detection
- intrusion detection
- anomalous behavior
- network intrusion detection
- detecting anomalies
- detecting anomalous
- computer security
- network traffic
- network anomaly detection
- intrusion detection system
- network security
- cumulative sum
- unsupervised learning
- behavior analysis
- one class support vector machines
- detect anomalies
- network intrusion
- unsupervised anomaly detection
- data sets
- malware detection
- evolutionary algorithm
- pattern recognition
- decision trees
- learning algorithm
- neural network