Network Traffic Time Series Performance Analysis Using Statistical Methods.
Purnawansyah Purnawansyah HaviluddinRayner AlfredAchmad Fanany Onnilita GaffarPublished in: Knowl. Eng. Data Sci. (2018)
Keyphrases
- network traffic
- statistical methods
- network traffic data
- intrusion detection
- statistical analysis
- anomaly detection
- network security
- machine learning
- network monitoring
- data mining techniques
- traffic analysis
- detect anomalies
- computer networks
- statistical approaches
- network management
- machine learning methods
- intrusion detection system
- traffic data
- statistical models
- network intrusion detection
- internet traffic
- network bandwidth
- non stationary
- detecting anomalous
- traffic patterns
- data sets
- long range dependence
- network resources
- normal traffic
- learning algorithm
- computer vision
- information systems
- stock market
- image sequences
- association rules
- unsupervised learning
- model selection
- em algorithm