Time Series Forecasting Using Holt-Winters Model Applied to Anomaly Detection in Network Traffic.
Tomasz AndrysiakLukasz SaganowskiMiroslaw MaszewskiPublished in: SOCO-CISIS-ICEUTE (2017)
Keyphrases
- anomaly detection
- network traffic
- intrusion detection
- intrusion detection system
- network security
- network intrusion detection
- detecting anomalous
- probabilistic model
- detecting anomalies
- anomalous behavior
- negative selection algorithm
- computer networks
- normal behavior
- data mining
- traffic patterns
- one class support vector machines