Supervised Anomaly Detection in Uncertain Pseudoperiodic Data Streams.
Jiangang MaLe SunHua WangYanchun ZhangUwe AickelinPublished in: CoRR (2016)
Keyphrases
- anomaly detection
- data streams
- streaming data
- unsupervised learning
- high dimensional data streams
- intrusion detection
- detecting anomalies
- sliding window
- network intrusion detection
- semi supervised
- anomalous behavior
- intrusion detection system
- concept drift
- data sets
- detect anomalies
- supervised learning
- machine learning
- network traffic
- computer security
- behavior analysis
- learning algorithm
- one class support vector machines
- detecting anomalous
- network anomaly detection
- feature selection
- genetic algorithm
- negative selection algorithm
- cumulative sum
- unsupervised anomaly detection
- malware detection
- connectionist systems