Visualization of Network Security Traffic using Hexagonal Self-Organizing Maps.
Chet LanginDunren CheMichael S. WainerShahram RahimiPublished in: CAINE (2009)
Keyphrases
- self organizing maps
- network security
- network traffic
- traffic analysis
- dos attacks
- computer networks
- intrusion detection
- denial of service
- neural network
- intrusion detection system
- internet traffic
- visualization methods
- neural gas
- information security
- unsupervised learning
- network monitoring
- network management
- ip networks
- anomaly detection
- security protection
- traffic data
- network intrusion detection
- k means
- denial of service attacks
- input data
- clustering algorithm
- decision trees
- data mining
- knowledge management
- database
- network administrators
- anti phishing