Detecting network performance anomalies with contextual anomaly detection.
Giorgos DimopoulosPere Barlet-RosConstantine DovrolisIlias LeontiadisPublished in: M&N (2017)
Keyphrases
- anomaly detection
- detect anomalies
- detecting anomalies
- network traffic
- network anomaly detection
- detecting anomalous
- intrusion detection
- anomalous behavior
- network intrusion
- network intrusion detection
- intrusion detection system
- network security
- normal behavior
- computer security
- computer networks
- unsupervised anomaly detection
- abnormal events
- high dimensional data streams
- behavior analysis
- unsupervised learning
- intrusion prevention
- network structure
- pairwise
- one class support vector machines
- negative selection algorithm
- misuse detection
- data analysis
- object recognition
- feature selection
- connectionist systems
- cumulative sum
- learning algorithm
- data sets