Adaptive Anomaly Detection on Network Data Streams.
Elizabeth Riddle-WorkmanMarina EvangelouNiall M. AdamsPublished in: ISI (2018)
Keyphrases
- anomaly detection
- network traffic
- network anomaly detection
- data streams
- network intrusion
- intrusion detection
- streaming data
- detect anomalies
- network intrusion detection
- computer networks
- computer security
- detecting anomalies
- high dimensional data streams
- anomalous behavior
- intrusion detection system
- unsupervised anomaly detection
- sliding window
- behavior analysis
- intrusion prevention
- detecting anomalous
- network security
- data sets
- cumulative sum
- normal behavior
- sensor networks
- unsupervised learning
- one class support vector machines
- negative selection algorithm
- learning algorithm
- machine learning
- data mining
- feature selection
- training data