Support Vector Machine Detection of Peer-to-Peer Traffic in High-Performance Routers with Packet Sampling: Nonlinear Kernel Approach.
Francisco J. González-CastañoPedro S. Rodríguez-HernándezRafael P. Martínez-ÁlvarezAndrés Gómez-TatoPublished in: International Conference on Computational Science (3) (2007)
Keyphrases
- support vector machine
- network layer
- peer to peer
- nonlinear kernel
- normal traffic
- ip traffic
- ip address
- network traffic
- internet traffic
- packet forwarding
- ip addresses
- file sharing
- canonical correlation analysis
- binary classification
- ad hoc networks
- end to end
- svm classification
- multi class
- high dimensional
- network devices
- machine learning
- sample size
- kernel function
- support vector machine svm
- intermediate nodes
- feature vectors
- feature space
- support vector
- routing protocol
- quality of service
- structural svm