Anomaly Detection in Network Traffic Based on Statistical Inference and alpha-Stable Modeling.
Federico Simmross-WattenbergJuan I. Asensio-PérezPablo Casaseca-de-la-HigueraMarcos Martín-FernándezIoannis A. DimitriadisCarlos Alberola-LópezPublished in: IEEE Trans. Dependable Secur. Comput. (2011)
Keyphrases
- anomaly detection
- network traffic
- statistical inference
- intrusion detection
- detecting anomalous
- intrusion detection system
- network intrusion detection
- detecting anomalies
- statistical learning
- bayesian inference
- anomalous behavior
- model selection
- graphical models
- traffic analysis
- network security
- traffic patterns
- computer networks
- detect anomalies
- traffic data
- network intrusion
- one class support vector machines
- negative selection algorithm
- bayesian networks
- machine learning
- databases
- text classification
- data sets
- unsupervised learning