A self-organizing map and its modeling for discovering malignant network traffic.
Chet LanginHongbo ZhouShahram RahimiBidyut GuptaMehdi R. ZarghamMohammad R. SayehPublished in: CICS (2009)
Keyphrases
- network traffic
- self organizing maps
- anomaly detection
- intrusion detection
- neural network
- intrusion detection system
- unsupervised learning
- traffic data
- input data
- som neural network
- network intrusion detection
- probabilistic neural network
- internet traffic
- traffic patterns
- network traffic data
- detecting anomalous
- network bandwidth
- object recognition
- k means
- growing self organizing map
- long range dependence
- active learning
- image segmentation
- decision trees
- machine learning
- real world